{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from requests_html import HTMLSession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 0, 0, 0, 0, 0, 0, 0]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>职称</th>\n",
       "      <th>薪水</th>\n",
       "      <th>公司地点</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>时间</th>\n",
       "      <th>经验</th>\n",
       "      <th>链结</th>\n",
       "      <th>公司URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [职称, 薪水, 公司地点, 公司名称, 时间, 经验, 链结, 公司URL]\n",
       "Index: []"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://m.liepin.com/zhaopin/?keyword=新媒体运营\"\n",
    "session = HTMLSession()\n",
    "r = session.get( url )\n",
    "\n",
    "主要元素 = r.html.xpath( \\\n",
    "    '//div[@class=\"job-card-wrap\"]//div[@class=\"job-card\"]')\n",
    "\n",
    "dict_xpaths={ \n",
    "    'text': {\n",
    "        '经验':      './/ul/li[time]/text()'\n",
    "    },\n",
    "    'text_content': {\n",
    "        '职称':    './/ul/li/a[contains(@class,\"job-name\")]/span[@class=\"name-text\"]', \n",
    "        '薪水':    './/ul/li/a[contains(@class,\"job-name\")]/following-sibling::span', \n",
    "        '公司地点':'.//ul/li/time/following-sibling::a',\n",
    "        '公司名称': './/ul/li/a[contains(@class,\"company-name\")]', \n",
    "        '时间':    './/ul/li/time', \n",
    "    },\n",
    "    'href': {\n",
    "        '链结':    './/ul/li/a[contains(@class,\"job-name\")]', \n",
    "        '公司URL': './/ul/li/a[contains(@class,\"company-name\")]', \n",
    "    }\n",
    "}\n",
    "\n",
    "def get_e_text_content(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [e.xpath(_xpath_)[0].lxml.text_content() for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "def get_e_text(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [\"\".join([x.strip() for x in e.xpath(_xpath_)]) for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "def get_e_href(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [list(e.xpath(_xpath_, first=True).absolute_links)[0] \\\n",
    "               if len(e.xpath(_xpath_, first=True).absolute_links) >= 1  \\\n",
    "               else \"\" for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "# 只对主要元素下进行.xpath取值\n",
    "数据字典 = dict()\n",
    "\n",
    "数据字典 = {k:get_e_text_content(v) for k,v in dict_xpaths['text_content'].items()}\n",
    "数据字典.update({k:get_e_text(v) for k,v in dict_xpaths['text'].items()})\n",
    "数据字典.update({k:get_e_href(v) for k,v in dict_xpaths['href'].items()})\n",
    "\n",
    "print ([len(v) for k,v in 数据字典.items()])  \n",
    "\n",
    "数据 = pd.DataFrame(数据字典)\n",
    "数据.to_excel(\"数据挖掘_liepin_新媒体运营_广州.xlsx\", sheet_name=\"搜查结果\")\n",
    "数据 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>edu</th>\n",
       "      <th>经验</th>\n",
       "      <th>薪水</th>\n",
       "      <th>时间</th>\n",
       "      <th>职称</th>\n",
       "      <th>公司地点</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>链结</th>\n",
       "      <th>公司URL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>10-15k·12薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>深圳-福田区</td>\n",
       "      <td>联洲投资发展集团有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929292261.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10000841/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>5-10k·12薪</td>\n",
       "      <td>2020年06月05日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>广州-番禺区</td>\n",
       "      <td>广州爱谁谁饮食文化有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1928959763.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10197915/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>50-80k·13薪</td>\n",
       "      <td>2020年02月24日</td>\n",
       "      <td>新媒体运营总监</td>\n",
       "      <td>深圳</td>\n",
       "      <td>TCL集团</td>\n",
       "      <td>https://www.liepin.com/job/1926188689.shtml</td>\n",
       "      <td>https://www.liepin.com/company/3911744/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>7-10k·13薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>新媒体运营（微信公众号运营）</td>\n",
       "      <td></td>\n",
       "      <td>棕榈大道</td>\n",
       "      <td>https://www.liepin.com/job/1930004769.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8619566/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>15-30k·12薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>新媒体运营经理</td>\n",
       "      <td>东莞-虎门镇</td>\n",
       "      <td>东莞市情歌服饰有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929789835.shtml</td>\n",
       "      <td>https://www.liepin.com/company/12305009/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>保险新媒体运营</td>\n",
       "      <td>深圳</td>\n",
       "      <td>深圳橄榄健康信息有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929870255.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10128601/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>5-8k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>南昌</td>\n",
       "      <td>江西省久乔生物科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930036311.shtml</td>\n",
       "      <td>https://www.liepin.com/company/12315423/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>4-8k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营/小红书运营</td>\n",
       "      <td>杭州</td>\n",
       "      <td>杭州超睿婴童用品有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930035171.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9571005/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>武汉-武昌区</td>\n",
       "      <td>武汉万境优映文化传媒有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930033899.shtml</td>\n",
       "      <td>https://www.liepin.com/company/12315151/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>深圳</td>\n",
       "      <td>驿点(深圳)公寓管理有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930033853.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9787567/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>5-7k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>郑州</td>\n",
       "      <td>河南省美居匠舍装饰设计有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930033837.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10138695/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营主管</td>\n",
       "      <td>郑州-郑东新区</td>\n",
       "      <td>河南完形教育科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930033469.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9442162/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营企划助理</td>\n",
       "      <td>重庆</td>\n",
       "      <td>远东正大检验集团有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930032159.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9091107/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>4-8k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>杭州</td>\n",
       "      <td>汉尔姆建筑科技</td>\n",
       "      <td>https://www.liepin.com/job/1930032139.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8373876/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>6-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>内容运营/文案策划/新媒体运营</td>\n",
       "      <td>北京</td>\n",
       "      <td>山西振东制药股份有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930030967.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9262959/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>10-15k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营(摄影编导）</td>\n",
       "      <td>廊坊</td>\n",
       "      <td>北京谊安医疗</td>\n",
       "      <td>https://www.liepin.com/job/1930030547.shtml</td>\n",
       "      <td>https://www.liepin.com/company/889271/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>8-12k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>深圳</td>\n",
       "      <td>深圳市几素科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930030159.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9589154/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>3-5k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>重庆-铜梁区</td>\n",
       "      <td>重庆新仙农业科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930030095.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10046737/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>6-8k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>北京</td>\n",
       "      <td>北京北方华德生物工程技术有限责任公司</td>\n",
       "      <td>https://www.liepin.com/job/1930029841.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8192864/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>8-12k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>高级新媒体运营</td>\n",
       "      <td>深圳-罗湖区</td>\n",
       "      <td>深圳阳光兴亚文化传播有限责任公司</td>\n",
       "      <td>https://www.liepin.com/job/1930029599.shtml</td>\n",
       "      <td>https://www.liepin.com/company/3223909/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>8-12k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>上海</td>\n",
       "      <td>FRANGI</td>\n",
       "      <td>https://www.liepin.com/job/1930028025.shtml</td>\n",
       "      <td>https://www.liepin.com/company/12139411/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员 (职位编号：ambow000864)</td>\n",
       "      <td></td>\n",
       "      <td>安博教育集团</td>\n",
       "      <td>https://www.liepin.com/job/1930027059.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8079916/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营经理</td>\n",
       "      <td>成都</td>\n",
       "      <td>成都美尔贝科技股份有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930026235.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8470100/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>广州</td>\n",
       "      <td>横琴国际商品交易中心有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1930007029.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9137547/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>5-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>短视频新媒体运营</td>\n",
       "      <td>厦门-思明区</td>\n",
       "      <td>厦门野生源生态科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929990973.shtml</td>\n",
       "      <td>https://www.liepin.com/company/12312867/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>6-8k·14薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营(J10609)</td>\n",
       "      <td>杭州-余杭区</td>\n",
       "      <td>浙江联运环境工程股份有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929930739.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9729256/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>6-12k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>海外新媒体运营</td>\n",
       "      <td>绍兴-上虞区</td>\n",
       "      <td>阳光照明</td>\n",
       "      <td>https://www.liepin.com/job/1929925517.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8247322/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>5-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营推广</td>\n",
       "      <td>佛山</td>\n",
       "      <td>中盈地产</td>\n",
       "      <td>https://www.liepin.com/job/1929903575.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9129297/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>10-15k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营大咖</td>\n",
       "      <td>长沙-雨花区</td>\n",
       "      <td>湖南伊鸿健康科技有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929885977.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10177877/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员/主管</td>\n",
       "      <td>商丘</td>\n",
       "      <td>河南国安投资有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929831877.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10185031/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>3-5k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>南昌-青山湖区</td>\n",
       "      <td>江西南翔空压机有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929809845.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9788271/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>6-12k·13薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>扬州</td>\n",
       "      <td>扬州五彩世界商业运营管理有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929809073.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9490813/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>7-9k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>上海-浦东新区</td>\n",
       "      <td>上海立洋教育科技(集团)有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929807413.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9131162/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>8-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>美环健芦荟制品</td>\n",
       "      <td>https://www.liepin.com/job/1929806179.shtml</td>\n",
       "      <td>https://www.liepin.com/company/7894719/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>6-10k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营（抖音）</td>\n",
       "      <td>深圳-龙华区</td>\n",
       "      <td>深圳市酷思艺术设计有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929735203.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9494875/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>3-5k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营(瑞泰大连）</td>\n",
       "      <td>大连-兴工</td>\n",
       "      <td>瑞尔圣彬</td>\n",
       "      <td>https://www.liepin.com/job/1929637651.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8288050/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>大专及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>5-7k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>常州-金坛区</td>\n",
       "      <td>盘星新型合金材料(常州)有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929609799.shtml</td>\n",
       "      <td>https://www.liepin.com/company/9767793/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>8-15k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营</td>\n",
       "      <td>北京</td>\n",
       "      <td>北京圣光辰星医院管理有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929599807.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10117909/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>7-9k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营经理</td>\n",
       "      <td>合肥-滨湖区</td>\n",
       "      <td>安徽半语品牌管理有限公司</td>\n",
       "      <td>https://www.liepin.com/job/1929588625.shtml</td>\n",
       "      <td>https://www.liepin.com/company/10279119/</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>新媒体运营专员</td>\n",
       "      <td>广州-海珠区</td>\n",
       "      <td>一九八三</td>\n",
       "      <td>https://www.liepin.com/job/1929506353.shtml</td>\n",
       "      <td>https://www.liepin.com/company/8455793/</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      edu     经验          薪水           时间                          职称  \\\n",
       "0    统招本科  5-10年  10-15k·12薪  2020年07月17日                       新媒体运营   \n",
       "1   大专及以上   1-3年   5-10k·12薪  2020年06月05日                       新媒体运营   \n",
       "2   本科及以上  5-10年  50-80k·13薪  2020年02月24日                     新媒体运营总监   \n",
       "3    统招本科   经验不限   7-10k·13薪  2020年07月17日              新媒体运营（微信公众号运营）   \n",
       "4   大专及以上  5-10年  15-30k·12薪  2020年07月17日                     新媒体运营经理   \n",
       "5   大专及以上   1-3年   8-10k·12薪  2020年07月17日                     保险新媒体运营   \n",
       "6   本科及以上   3-5年    5-8k·12薪  2020年07月18日                       新媒体运营   \n",
       "7   大专及以上   1-3年    4-8k·12薪  2020年07月18日                 新媒体运营/小红书运营   \n",
       "8   大专及以上   1-3年   8-10k·12薪  2020年07月18日                       新媒体运营   \n",
       "9   本科及以上   1-3年   8-10k·12薪  2020年07月18日                       新媒体运营   \n",
       "10  大专及以上   1-3年    5-7k·12薪  2020年07月18日                       新媒体运营   \n",
       "11  大专及以上   3-5年    4-6k·12薪  2020年07月18日                     新媒体运营主管   \n",
       "12  大专及以上   3-5年    4-6k·12薪  2020年07月18日                   新媒体运营企划助理   \n",
       "13  大专及以上   经验不限    4-8k·12薪  2020年07月18日                       新媒体运营   \n",
       "14  本科及以上   经验不限   6-10k·12薪  2020年07月18日             内容运营/文案策划/新媒体运营   \n",
       "15  本科及以上  5-10年  10-15k·12薪  2020年07月18日                 新媒体运营(摄影编导）   \n",
       "16  本科及以上   3-5年   8-12k·12薪  2020年07月18日                       新媒体运营   \n",
       "17  本科及以上   3-5年    3-5k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "18  本科及以上   3-5年    6-8k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "19  大专及以上   3-5年   8-12k·12薪  2020年07月18日                     高级新媒体运营   \n",
       "20  本科及以上   1-3年   8-12k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "21   学历不限   1-3年   8-10k·12薪  2020年07月18日  新媒体运营专员 (职位编号：ambow000864)   \n",
       "22  大专及以上  5-10年   8-10k·12薪  2020年07月18日                     新媒体运营经理   \n",
       "23  大专及以上   1-3年    4-6k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "24   学历不限   经验不限   5-10k·12薪  2020年07月18日                    短视频新媒体运营   \n",
       "25  大专及以上   1-3年    6-8k·14薪  2020年07月18日               新媒体运营(J10609)   \n",
       "26  本科及以上   1-3年   6-12k·12薪  2020年07月18日                     海外新媒体运营   \n",
       "27  大专及以上   3-5年   5-10k·12薪  2020年07月18日                     新媒体运营推广   \n",
       "28  本科及以上  5-10年  10-15k·12薪  2020年07月18日                     新媒体运营大咖   \n",
       "29  大专及以上   3-5年    4-6k·12薪  2020年07月18日                  新媒体运营专员/主管   \n",
       "30   学历不限   经验不限    3-5k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "31  本科及以上   1-3年   6-12k·13薪  2020年07月18日                       新媒体运营   \n",
       "32   统招本科   1-3年    7-9k·12薪  2020年07月18日                       新媒体运营   \n",
       "33  本科及以上  5-10年   8-10k·12薪  2020年07月18日                       新媒体运营   \n",
       "34  大专及以上   1-3年   6-10k·12薪  2020年07月18日                   新媒体运营（抖音）   \n",
       "35  大专及以上   1-3年    3-5k·12薪  2020年07月18日                 新媒体运营(瑞泰大连）   \n",
       "36  大专及以上   1-3年    5-7k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "37  本科及以上   3-5年   8-15k·12薪  2020年07月18日                       新媒体运营   \n",
       "38   统招本科   3-5年    7-9k·12薪  2020年07月18日                     新媒体运营经理   \n",
       "39   统招本科   1-3年    4-6k·12薪  2020年07月18日                     新媒体运营专员   \n",
       "\n",
       "       公司地点                公司名称                                           链结  \\\n",
       "0    深圳-福田区        联洲投资发展集团有限公司  https://www.liepin.com/job/1929292261.shtml   \n",
       "1    广州-番禺区       广州爱谁谁饮食文化有限公司  https://www.liepin.com/job/1928959763.shtml   \n",
       "2        深圳               TCL集团  https://www.liepin.com/job/1926188689.shtml   \n",
       "3                          棕榈大道  https://www.liepin.com/job/1930004769.shtml   \n",
       "4    东莞-虎门镇         东莞市情歌服饰有限公司  https://www.liepin.com/job/1929789835.shtml   \n",
       "5        深圳        深圳橄榄健康信息有限公司  https://www.liepin.com/job/1929870255.shtml   \n",
       "6        南昌       江西省久乔生物科技有限公司  https://www.liepin.com/job/1930036311.shtml   \n",
       "7        杭州        杭州超睿婴童用品有限公司  https://www.liepin.com/job/1930035171.shtml   \n",
       "8    武汉-武昌区      武汉万境优映文化传媒有限公司  https://www.liepin.com/job/1930033899.shtml   \n",
       "9        深圳      驿点(深圳)公寓管理有限公司  https://www.liepin.com/job/1930033853.shtml   \n",
       "10       郑州     河南省美居匠舍装饰设计有限公司  https://www.liepin.com/job/1930033837.shtml   \n",
       "11  郑州-郑东新区        河南完形教育科技有限公司  https://www.liepin.com/job/1930033469.shtml   \n",
       "12       重庆        远东正大检验集团有限公司  https://www.liepin.com/job/1930032159.shtml   \n",
       "13       杭州             汉尔姆建筑科技  https://www.liepin.com/job/1930032139.shtml   \n",
       "14       北京        山西振东制药股份有限公司  https://www.liepin.com/job/1930030967.shtml   \n",
       "15       廊坊              北京谊安医疗  https://www.liepin.com/job/1930030547.shtml   \n",
       "16       深圳         深圳市几素科技有限公司  https://www.liepin.com/job/1930030159.shtml   \n",
       "17   重庆-铜梁区        重庆新仙农业科技有限公司  https://www.liepin.com/job/1930030095.shtml   \n",
       "18       北京  北京北方华德生物工程技术有限责任公司  https://www.liepin.com/job/1930029841.shtml   \n",
       "19   深圳-罗湖区    深圳阳光兴亚文化传播有限责任公司  https://www.liepin.com/job/1930029599.shtml   \n",
       "20       上海              FRANGI  https://www.liepin.com/job/1930028025.shtml   \n",
       "21                       安博教育集团  https://www.liepin.com/job/1930027059.shtml   \n",
       "22       成都       成都美尔贝科技股份有限公司  https://www.liepin.com/job/1930026235.shtml   \n",
       "23       广州      横琴国际商品交易中心有限公司  https://www.liepin.com/job/1930007029.shtml   \n",
       "24   厦门-思明区       厦门野生源生态科技有限公司  https://www.liepin.com/job/1929990973.shtml   \n",
       "25   杭州-余杭区      浙江联运环境工程股份有限公司  https://www.liepin.com/job/1929930739.shtml   \n",
       "26   绍兴-上虞区                阳光照明  https://www.liepin.com/job/1929925517.shtml   \n",
       "27       佛山                中盈地产  https://www.liepin.com/job/1929903575.shtml   \n",
       "28   长沙-雨花区        湖南伊鸿健康科技有限公司  https://www.liepin.com/job/1929885977.shtml   \n",
       "29       商丘          河南国安投资有限公司  https://www.liepin.com/job/1929831877.shtml   \n",
       "30  南昌-青山湖区         江西南翔空压机有限公司  https://www.liepin.com/job/1929809845.shtml   \n",
       "31       扬州    扬州五彩世界商业运营管理有限公司  https://www.liepin.com/job/1929809073.shtml   \n",
       "32  上海-浦东新区    上海立洋教育科技(集团)有限公司  https://www.liepin.com/job/1929807413.shtml   \n",
       "33   广州-海珠区             美环健芦荟制品  https://www.liepin.com/job/1929806179.shtml   \n",
       "34   深圳-龙华区       深圳市酷思艺术设计有限公司  https://www.liepin.com/job/1929735203.shtml   \n",
       "35    大连-兴工                瑞尔圣彬  https://www.liepin.com/job/1929637651.shtml   \n",
       "36   常州-金坛区    盘星新型合金材料(常州)有限公司  https://www.liepin.com/job/1929609799.shtml   \n",
       "37       北京      北京圣光辰星医院管理有限公司  https://www.liepin.com/job/1929599807.shtml   \n",
       "38   合肥-滨湖区        安徽半语品牌管理有限公司  https://www.liepin.com/job/1929588625.shtml   \n",
       "39   广州-海珠区                一九八三  https://www.liepin.com/job/1929506353.shtml   \n",
       "\n",
       "                                       公司URL  \n",
       "0   https://www.liepin.com/company/10000841/  \n",
       "1   https://www.liepin.com/company/10197915/  \n",
       "2    https://www.liepin.com/company/3911744/  \n",
       "3    https://www.liepin.com/company/8619566/  \n",
       "4   https://www.liepin.com/company/12305009/  \n",
       "5   https://www.liepin.com/company/10128601/  \n",
       "6   https://www.liepin.com/company/12315423/  \n",
       "7    https://www.liepin.com/company/9571005/  \n",
       "8   https://www.liepin.com/company/12315151/  \n",
       "9    https://www.liepin.com/company/9787567/  \n",
       "10  https://www.liepin.com/company/10138695/  \n",
       "11   https://www.liepin.com/company/9442162/  \n",
       "12   https://www.liepin.com/company/9091107/  \n",
       "13   https://www.liepin.com/company/8373876/  \n",
       "14   https://www.liepin.com/company/9262959/  \n",
       "15    https://www.liepin.com/company/889271/  \n",
       "16   https://www.liepin.com/company/9589154/  \n",
       "17  https://www.liepin.com/company/10046737/  \n",
       "18   https://www.liepin.com/company/8192864/  \n",
       "19   https://www.liepin.com/company/3223909/  \n",
       "20  https://www.liepin.com/company/12139411/  \n",
       "21   https://www.liepin.com/company/8079916/  \n",
       "22   https://www.liepin.com/company/8470100/  \n",
       "23   https://www.liepin.com/company/9137547/  \n",
       "24  https://www.liepin.com/company/12312867/  \n",
       "25   https://www.liepin.com/company/9729256/  \n",
       "26   https://www.liepin.com/company/8247322/  \n",
       "27   https://www.liepin.com/company/9129297/  \n",
       "28  https://www.liepin.com/company/10177877/  \n",
       "29  https://www.liepin.com/company/10185031/  \n",
       "30   https://www.liepin.com/company/9788271/  \n",
       "31   https://www.liepin.com/company/9490813/  \n",
       "32   https://www.liepin.com/company/9131162/  \n",
       "33   https://www.liepin.com/company/7894719/  \n",
       "34   https://www.liepin.com/company/9494875/  \n",
       "35   https://www.liepin.com/company/8288050/  \n",
       "36   https://www.liepin.com/company/9767793/  \n",
       "37  https://www.liepin.com/company/10117909/  \n",
       "38  https://www.liepin.com/company/10279119/  \n",
       "39   https://www.liepin.com/company/8455793/  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/?key=新媒体运营\"\n",
    "session = HTMLSession()\n",
    "r = session.get( url )\n",
    "\n",
    "主要元素 = r.html.xpath( \\\n",
    "    '//ul[@class=\"sojob-list\"]/li')\n",
    "\n",
    "dict_xpaths={ \n",
    "    'text': {\n",
    "        'edu':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]',\n",
    "        '经验':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]/following-sibling::span',\n",
    "        '薪水':    '//div[contains(@class,\"job-info\")]/p/span[@class=\"text-warning\"]', \n",
    "        '时间':    '//div[contains(@class,\"job-info\")]/p/time/@title', \n",
    "        '职称':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "        '公司地点': '//div[contains(@class,\"job-info\")]/p/a',\n",
    "        '公司名称': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "    },\n",
    "    'text_content': {\n",
    "    },\n",
    "    'href': {\n",
    "        '链结':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "        '公司URL': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "    }\n",
    "}\n",
    "\n",
    "def get_e_text_content(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [e.xpath(_xpath_)[0].lxml.text_content() for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "def get_e_text(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [\"\".join([x.strip() if type(x) is str else x.text.strip() for x in e.xpath(_xpath_)]) for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "def get_e_href(_xpath_):\n",
    "    # 高级列表推导\n",
    "    暂存结果 = [list(e.xpath(_xpath_, first=True).absolute_links)[0] \\\n",
    "               if len(e.xpath(_xpath_, first=True).absolute_links) >= 1  \\\n",
    "               else \"\" for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "# 只对主要元素下进行.xpath取值\n",
    "数据字典 = dict()\n",
    "\n",
    "数据字典 = {k:get_e_text_content(v) for k,v in dict_xpaths['text_content'].items()}\n",
    "数据字典.update({k:get_e_text(v) for k,v in dict_xpaths['text'].items()})\n",
    "数据字典.update({k:get_e_href(v) for k,v in dict_xpaths['href'].items()})\n",
    "\n",
    "[len(v) for k,v in 数据字典.items()]\n",
    "\n",
    "数据 = pd.DataFrame(数据字典)\n",
    "数据.to_excel(\"新媒体运营_liepin.xlsx\", sheet_name=\"搜查结果\")\n",
    "数据 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "edu         7\n",
      "经验          6\n",
      "薪水         92\n",
      "时间         23\n",
      "职称        168\n",
      "公司地点       75\n",
      "公司名称       61\n",
      "链结        181\n",
      "公司URL      61\n",
      "热门公司类型      6\n",
      "dtype: int64\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>职称</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>公司名称</th>\n",
       "      <th>edu</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>新洋丰</th>\n",
       "      <th>大专及以上</th>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>宁德时代新能源科技股份有限公司</th>\n",
       "      <th>中专/中技及以上</th>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>依图</th>\n",
       "      <th>统招本科</th>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>北京比特大陆科技有限公司</th>\n",
       "      <th>统招本科</th>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>通威股份</th>\n",
       "      <th>大专及以上</th>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">新洋丰</th>\n",
       "      <th>中专/中技及以上</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>本科及以上</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>硕士及以上</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>柳工机械</th>\n",
       "      <th>统招本科</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>新城悦控股有限公司</th>\n",
       "      <th>大专及以上</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>90 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          职称\n",
       "公司名称            edu         \n",
       "新洋丰             大专及以上     16\n",
       "宁德时代新能源科技股份有限公司 中专/中技及以上  14\n",
       "依图              统招本科      14\n",
       "北京比特大陆科技有限公司    统招本科      12\n",
       "通威股份            大专及以上     11\n",
       "...                       ..\n",
       "新洋丰             中专/中技及以上   1\n",
       "                本科及以上      1\n",
       "                硕士及以上      1\n",
       "柳工机械            统招本科       1\n",
       "新城悦控股有限公司       大专及以上      1\n",
       "\n",
       "[90 rows x 1 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "参数_compTag_新媒体运营 = {'中国500强': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['155'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}, '2018互联网300强': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['182'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}, '制造业500强': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['186'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}, 'AI创新成长50强 ': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['189'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}, '独角兽': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['130'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}, '上市公司': {'init': ['-1'], 'headckid': ['58d828c357a8cb19'], 'flushckid': ['1'], 'fromSearchBtn': ['2'], 'keyword': ['产品经理'], 'compTag': ['156'], 'ckid': ['58d828c357a8cb19'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}}\n",
    "\n",
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "session = HTMLSession()\n",
    "payload = 参数_compTag_新媒体运营['中国500强']\n",
    "r = session.get( url, params = payload)\n",
    "\n",
    "session = HTMLSession()\n",
    "\n",
    "def requests_liepin( url, params):\n",
    "    r = session.get( url , params = payload)\n",
    "\n",
    "    \n",
    "    主要元素 = r.html.xpath( '//ul[@class=\"sojob-list\"]/li')\n",
    "\n",
    "    \n",
    "    dict_xpaths={ \n",
    "        'text': {\n",
    "            'edu':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]',\n",
    "            '经验':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]/following-sibling::span',\n",
    "            '薪水':    '//div[contains(@class,\"job-info\")]/p/span[@class=\"text-warning\"]', \n",
    "            '时间':    '//div[contains(@class,\"job-info\")]/p/time/@title', \n",
    "            '职称':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司地点': '//div[contains(@class,\"job-info\")]/p/a',\n",
    "            '公司名称': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        },\n",
    "        'text_content': {\n",
    "        },\n",
    "        'href': {\n",
    "            '链结':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司URL': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        }\n",
    "    }\n",
    "\n",
    "    def get_e_text_content(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [e.xpath(_xpath_)[0].lxml.text_content() for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_text(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [\"\".join([x.strip() if type(x) is str else x.text.strip() for x in e.xpath(_xpath_)]) for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_href(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [list(e.xpath(_xpath_, first=True).absolute_links)[0] \\\n",
    "                   if len(e.xpath(_xpath_, first=True).absolute_links) >= 1  \\\n",
    "                   else \"\" for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    # 只对主要元素下进行.xpath取值\n",
    "    数据字典 = dict()\n",
    "\n",
    "    数据字典 = {k:get_e_text_content(v) for k,v in dict_xpaths['text_content'].items()}\n",
    "    数据字典.update({k:get_e_text(v) for k,v in dict_xpaths['text'].items()})\n",
    "    数据字典.update({k:get_e_href(v) for k,v in dict_xpaths['href'].items()})\n",
    "\n",
    "    数据 = pd.DataFrame(数据字典)\n",
    "    \n",
    "    return (数据)\n",
    "\n",
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "\n",
    "list_df = list()\n",
    "for k,v in 参数_compTag_新媒体运营.items():\n",
    "    payload = v\n",
    "    df = requests_liepin( url, params = payload)\n",
    "    df = df.assign (热门公司类型 = k)    \n",
    "    list_df.append(df)\n",
    "\n",
    "df_all = pd.concat(list_df)\n",
    "df_all\n",
    "\n",
    "df_all.to_excel(\"新媒体运营_liepin_各热门公司类型.xlsx\", sheet_name=\"搜查结果\")\n",
    "\n",
    "print (df_all.nunique())\n",
    "df_all[['edu']].drop_duplicates()\n",
    "\n",
    "df_all.groupby(['公司名称','edu']).agg({\"职称\":\"count\"}).sort_values(by='职称', ascending=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 猎聘网行业数据挖掘"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网/电商': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=040&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '游戏产业': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=420&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '计算机软件': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=010&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " 'IT服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=030&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '电子/芯片/半导体': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=050&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '通信业': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=060&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '计算机/网络设备': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=020&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '房地产/建筑': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=080&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '规划/设计/装潢': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=100&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '房地产服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=090&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '银行': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=130&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '保险': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=140&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '基金/证券/投资': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=150&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '会计/审计': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=430&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '信托/担保/拍卖': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=500&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '快消品': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=190&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '批发零售': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=240&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '服装纺织': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=200&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '家具/家电': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=210&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '办公设备': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=220&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '奢侈品/收藏品': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=460&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '珠宝/玩具/工艺品': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=470&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '汽车/摩托车': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=350&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '机械/机电/重工': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=360&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '印刷/包装/造纸': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=180&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '原材料加工': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=370&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '仪器/电气/自动化': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=340&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '制药/生物工程': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=270&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '医疗/保健/美容': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=280&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '医疗器械': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=290&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '能源/水利': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=330&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '石油/化工': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=310&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '采掘/冶炼/矿产': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=320&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '环保': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=300&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '新能源': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=490&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '专业服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=120&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '中介服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=110&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '外包服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=440&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '检测/认证': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=450&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '餐饮/酒旅/服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=230&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '文体娱乐': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=260&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '租赁服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=510&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '广告/市场/会展': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=070&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '影视文化': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=170&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '教育培训': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=380&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '交通/物流/运输': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=250&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '贸易/进出口': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=160&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '航空/航天': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=480&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '政务/公共服务': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=390&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '农林牧渔': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=410&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049',\n",
       " '其他行业': '/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=400&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049'}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业数据选择器链结 = r.html.xpath('//div[@data-selector=\"search-conditions\"]')[0] \\\n",
    "                    .xpath('//dt[@class=\"search-title\"]/following-sibling::dd')[1] \\\n",
    "                    .xpath('//div[contains(@class,\"sub-industry\")]/a/@href')\n",
    "               \n",
    "行业数据选择器链结\n",
    "\n",
    "行业数据选择器链结 = r.html.xpath('//div[@data-selector=\"search-conditions\"]')[0] \\\n",
    "                    .xpath('//dt[@class=\"search-title\"]/following-sibling::dd')[1] \\\n",
    "                    .xpath('//div[contains(@class,\"sub-industry\")]/a')\n",
    "行业数据选择器链结\n",
    "\n",
    "#[ x.xpath(\"a/@href\")[0] for x in 行业数据选择器链结]\n",
    "#[ x.xpath(\"a/text()\")[0] for x in 行业数据选择器链结]\n",
    "行业数据选择器链结 = { x.xpath(\"a/text()\")[0]:x.xpath(\"a/@href\")[0] for x in 行业数据选择器链结}\n",
    "行业数据选择器链结"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=040&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=420&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=010&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=030&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=050&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=060&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=020&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=080&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=100&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=090&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=130&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=140&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=150&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=430&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=500&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=190&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=240&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=200&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=210&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=220&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=460&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=470&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=350&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=360&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=180&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=370&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=340&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=270&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=280&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=290&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=330&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=310&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=320&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=300&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=490&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=120&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=110&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=440&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=450&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=230&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=260&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=510&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=070&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=170&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=380&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=250&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=160&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=480&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=390&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=410&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment=''),\n",
       " ParseResult(scheme='', netloc='', path='/zhaopin/', params='', query='flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=155&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=400&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=6aa779111c1b4ca77cff3648d9dee049&d_curPage=0&d_pageSize=40&d_headId=6aa779111c1b4ca77cff3648d9dee049', fragment='')]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 使用 urllib.parse 解析\n",
    "from urllib.parse import urlparse, parse_qs\n",
    "[ urlparse(x) for x in 行业数据选择器链结.values()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 51 entries, 0 to 50\n",
      "Data columns (total 6 columns):\n",
      " #   Column    Non-Null Count  Dtype \n",
      "---  ------    --------------  ----- \n",
      " 0   scheme    51 non-null     object\n",
      " 1   netloc    51 non-null     object\n",
      " 2   path      51 non-null     object\n",
      " 3   params    51 non-null     object\n",
      " 4   query     51 non-null     object\n",
      " 5   fragment  51 non-null     object\n",
      "dtypes: object(6)\n",
      "memory usage: 2.5+ KB\n",
      "scheme       1\n",
      "netloc       1\n",
      "path         1\n",
      "params       1\n",
      "query       51\n",
      "fragment     1\n",
      "dtype: int64\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>scheme</th>\n",
       "      <th>netloc</th>\n",
       "      <th>path</th>\n",
       "      <th>params</th>\n",
       "      <th>query</th>\n",
       "      <th>fragment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>flushckid=1&amp;compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=4...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  scheme netloc       path params  \\\n",
       "0                /zhaopin/          \n",
       "\n",
       "                                               query fragment  \n",
       "0  flushckid=1&compkind=&dqs=&pubTime=&pageSize=4...           "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 使用 pd.DataFrame进行 unuinque()相异值计量比对 \n",
    "import pandas as pd\n",
    "df = pd.DataFrame([ urlparse(x) for x in 行业数据选择器链结.values()])\n",
    "df.info()\n",
    "print(df.nunique())\n",
    "df.head(1)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 创建行业模板字典"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_01',\n",
       "  'industries': '040',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_01',\n",
       "  'industries': '420',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_01',\n",
       "  'industries': '010',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_01',\n",
       "  'industries': '030',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_02',\n",
       "  'industries': '050',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_02',\n",
       "  'industries': '060',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_02',\n",
       "  'industries': '020',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_03',\n",
       "  'industries': '080',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_03',\n",
       "  'industries': '100',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_03',\n",
       "  'industries': '090',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_04',\n",
       "  'industries': '130',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_04',\n",
       "  'industries': '140',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_04',\n",
       "  'industries': '150',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_04',\n",
       "  'industries': '430',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_04',\n",
       "  'industries': '500',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '190',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '240',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '200',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '210',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '220',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '460',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_05',\n",
       "  'industries': '470',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_06',\n",
       "  'industries': '350',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_06',\n",
       "  'industries': '360',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_06',\n",
       "  'industries': '180',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_06',\n",
       "  'industries': '370',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_06',\n",
       "  'industries': '340',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_10',\n",
       "  'industries': '270',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_10',\n",
       "  'industries': '280',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_10',\n",
       "  'industries': '290',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_11',\n",
       "  'industries': '330',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_11',\n",
       "  'industries': '310',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_11',\n",
       "  'industries': '320',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_11',\n",
       "  'industries': '300',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_11',\n",
       "  'industries': '490',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '120',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '110',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '440',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '450',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '230',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '260',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_07',\n",
       "  'industries': '510',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_08',\n",
       "  'industries': '070',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_08',\n",
       "  'industries': '170',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_08',\n",
       "  'industries': '380',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_09',\n",
       "  'industries': '250',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_09',\n",
       "  'industries': '160',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_09',\n",
       "  'industries': '480',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_12',\n",
       "  'industries': '390',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_12',\n",
       "  'industries': '410',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'},\n",
       " {'flushckid': '1',\n",
       "  'pageSize': '40',\n",
       "  'compTag': '155',\n",
       "  'industryType': 'industry_12',\n",
       "  'industries': '400',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '6aa779111c1b4ca77cff3648d9dee049',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '6aa779111c1b4ca77cff3648d9dee049'}]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "列表暫存 = [] # list()\n",
    "for q in df['query']: \n",
    "    字典暫存 = dict()\n",
    "    for k,v in parse_qs(q).items(): # for 鍵,值 in 字典.items():\n",
    "        字典暫存.update({k:v[0]})\n",
    "    列表暫存.append(字典暫存)\n",
    "列表暫存\n",
    "\n",
    "# 列表暫存 = [{k:v[0] for k,v in parse_qs(q).items()} for q in df['query'] ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}\n",
      "{'互联网/电商': '155', '游戏产业': '155', '计算机软件': '155', 'IT服务': '155', '电子/芯片/半导体': '155', '通信业': '155', '计算机/网络设备': '155', '房地产/建筑': '155', '规划/设计/装潢': '155', '房地产服务': '155', '银行': '155', '保险': '155', '基金/证券/投资': '155', '会计/审计': '155', '信托/担保/拍卖': '155', '快消品': '155', '批发零售': '155', '服装纺织': '155', '家具/家电': '155', '办公设备': '155', '奢侈品/收藏品': '155', '珠宝/玩具/工艺品': '155', '汽车/摩托车': '155', '机械/机电/重工': '155', '印刷/包装/造纸': '155', '原材料加工': '155', '仪器/电气/自动化': '155', '制药/生物工程': '155', '医疗/保健/美容': '155', '医疗器械': '155', '能源/水利': '155', '石油/化工': '155', '采掘/冶炼/矿产': '155', '环保': '155', '新能源': '155', '专业服务': '155', '中介服务': '155', '外包服务': '155', '检测/认证': '155', '餐饮/酒旅/服务': '155', '文体娱乐': '155', '租赁服务': '155', '广告/市场/会展': '155', '影视文化': '155', '教育培训': '155', '交通/物流/运输': '155', '贸易/进出口': '155', '航空/航天': '155', '政务/公共服务': '155', '农林牧渔': '155', '其他行业': '155'}\n"
     ]
    }
   ],
   "source": [
    "# 建构 参数模板 及 字典_compTag\n",
    "def parse_url_qs_for_compTag (url):\n",
    "    six_parts = urlparse(url) \n",
    "    out = parse_qs(six_parts.query)\n",
    "    return (out)\n",
    "\n",
    "# parse_url_qs_for_compTag(list(行业数据选择器链结.values())[0])['compTag']\n",
    "参数模板 = parse_url_qs_for_compTag(list(行业数据选择器链结.values())[0])\n",
    "print(参数模板)\n",
    "# [ parse_url_qs_for_compTag(x)['compTag'] for x in 行业数据选择器链结.values()]\n",
    "[ parse_url_qs_for_compTag(x)['compTag'][0] for x in 行业数据选择器链结.values()]\n",
    "\n",
    "字典_compTag = { k:parse_url_qs_for_compTag(v)['compTag'][0] for k,v in 行业数据选择器链结.items()}\n",
    "print (字典_compTag)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'互联网/电商': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '游戏产业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机软件': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, 'IT服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '电子/芯片/半导体': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '通信业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机/网络设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产/建筑': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '规划/设计/装潢': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '银行': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '保险': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '基金/证券/投资': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '会计/审计': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '信托/担保/拍卖': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '快消品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '批发零售': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '服装纺织': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '家具/家电': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '办公设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '奢侈品/收藏品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '珠宝/玩具/工艺品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '汽车/摩托车': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '机械/机电/重工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '印刷/包装/造纸': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '原材料加工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '仪器/电气/自动化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '制药/生物工程': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗/保健/美容': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗器械': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '能源/水利': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '石油/化工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '采掘/冶炼/矿产': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '环保': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '新能源': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '专业服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '中介服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '外包服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '检测/认证': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '餐饮/酒旅/服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '文体娱乐': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '租赁服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '广告/市场/会展': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '影视文化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '教育培训': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '交通/物流/运输': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '贸易/进出口': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '航空/航天': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '政务/公共服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '农林牧渔': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '其他行业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}}\n"
     ]
    }
   ],
   "source": [
    "# 建构 参数模板  \n",
    "def 参数模板生成(compTag , keyword ):\n",
    "    参数 = 参数模板.copy()\n",
    "    参数['compTag'] = compTag\n",
    "    参数['keyword'] = keyword\n",
    "    return (参数)\n",
    "\n",
    "参数_compTag_新媒体运营 = { k:参数模板生成(compTag = [v], keyword = ['新媒体运营']) for k,v in 字典_compTag.items()}\n",
    "print(参数_compTag_新媒体运营)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.liepin.com/zhaopin/?%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=flushckid&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=pageSize&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=compTag&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=industryType&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=industries&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=siTag&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_sfrom&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_ckId&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_curPage&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_pageSize&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_headId&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=keyword&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=flushckid&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=pageSize&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=compTag&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=industryType&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=industries&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=siTag&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_sfrom&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_ckId&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_curPage&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_pageSize&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_headId&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=keyword&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=flushckid&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=compTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=industryType&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=industries&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=siTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_sfrom&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_ckId&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_curPage&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_headId&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=keyword&IT%E6%9C%8D%E5%8A%A1=flushckid&IT%E6%9C%8D%E5%8A%A1=pageSize&IT%E6%9C%8D%E5%8A%A1=compTag&IT%E6%9C%8D%E5%8A%A1=industryType&IT%E6%9C%8D%E5%8A%A1=industries&IT%E6%9C%8D%E5%8A%A1=siTag&IT%E6%9C%8D%E5%8A%A1=d_sfrom&IT%E6%9C%8D%E5%8A%A1=d_ckId&IT%E6%9C%8D%E5%8A%A1=d_curPage&IT%E6%9C%8D%E5%8A%A1=d_pageSize&IT%E6%9C%8D%E5%8A%A1=d_headId&IT%E6%9C%8D%E5%8A%A1=keyword&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=flushckid&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=pageSize&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=compTag&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=industryType&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=industries&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=siTag&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_sfrom&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_ckId&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_curPage&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_pageSize&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_headId&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=keyword&%E9%80%9A%E4%BF%A1%E4%B8%9A=flushckid&%E9%80%9A%E4%BF%A1%E4%B8%9A=pageSize&%E9%80%9A%E4%BF%A1%E4%B8%9A=compTag&%E9%80%9A%E4%BF%A1%E4%B8%9A=industryType&%E9%80%9A%E4%BF%A1%E4%B8%9A=industries&%E9%80%9A%E4%BF%A1%E4%B8%9A=siTag&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_sfrom&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_ckId&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_curPage&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_pageSize&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_headId&%E9%80%9A%E4%BF%A1%E4%B8%9A=keyword&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=flushckid&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=compTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=industryType&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=industries&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=siTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_sfrom&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_ckId&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_curPage&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_headId&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=keyword&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=flushckid&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=compTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=industryType&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=industries&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=siTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_sfrom&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_ckId&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_curPage&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_headId&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=keyword&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=flushckid&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=pageSize&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=compTag&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=industryType&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=industries&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=siTag&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_sfrom&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_ckId&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_curPage&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_pageSize&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_headId&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=keyword&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=flushckid&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=compTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=industryType&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=industries&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=siTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_sfrom&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_ckId&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_curPage&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_headId&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=keyword&%E9%93%B6%E8%A1%8C=flushckid&%E9%93%B6%E8%A1%8C=pageSize&%E9%93%B6%E8%A1%8C=compTag&%E9%93%B6%E8%A1%8C=industryType&%E9%93%B6%E8%A1%8C=industries&%E9%93%B6%E8%A1%8C=siTag&%E9%93%B6%E8%A1%8C=d_sfrom&%E9%93%B6%E8%A1%8C=d_ckId&%E9%93%B6%E8%A1%8C=d_curPage&%E9%93%B6%E8%A1%8C=d_pageSize&%E9%93%B6%E8%A1%8C=d_headId&%E9%93%B6%E8%A1%8C=keyword&%E4%BF%9D%E9%99%A9=flushckid&%E4%BF%9D%E9%99%A9=pageSize&%E4%BF%9D%E9%99%A9=compTag&%E4%BF%9D%E9%99%A9=industryType&%E4%BF%9D%E9%99%A9=industries&%E4%BF%9D%E9%99%A9=siTag&%E4%BF%9D%E9%99%A9=d_sfrom&%E4%BF%9D%E9%99%A9=d_ckId&%E4%BF%9D%E9%99%A9=d_curPage&%E4%BF%9D%E9%99%A9=d_pageSize&%E4%BF%9D%E9%99%A9=d_headId&%E4%BF%9D%E9%99%A9=keyword&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=flushckid&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=pageSize&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=compTag&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=industryType&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=industries&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=siTag&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_sfrom&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_ckId&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_curPage&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_pageSize&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_headId&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=keyword&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=flushckid&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=pageSize&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=compTag&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=industryType&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=industries&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=siTag&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_sfrom&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_ckId&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_curPage&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_pageSize&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_headId&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=keyword&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=flushckid&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=pageSize&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=compTag&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=industryType&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=industries&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=siTag&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_sfrom&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_ckId&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_curPage&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_pageSize&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_headId&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=keyword&%E5%BF%AB%E6%B6%88%E5%93%81=flushckid&%E5%BF%AB%E6%B6%88%E5%93%81=pageSize&%E5%BF%AB%E6%B6%88%E5%93%81=compTag&%E5%BF%AB%E6%B6%88%E5%93%81=industryType&%E5%BF%AB%E6%B6%88%E5%93%81=industries&%E5%BF%AB%E6%B6%88%E5%93%81=siTag&%E5%BF%AB%E6%B6%88%E5%93%81=d_sfrom&%E5%BF%AB%E6%B6%88%E5%93%81=d_ckId&%E5%BF%AB%E6%B6%88%E5%93%81=d_curPage&%E5%BF%AB%E6%B6%88%E5%93%81=d_pageSize&%E5%BF%AB%E6%B6%88%E5%93%81=d_headId&%E5%BF%AB%E6%B6%88%E5%93%81=keyword&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=flushckid&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=pageSize&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=compTag&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=industryType&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=industries&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=siTag&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_sfrom&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_ckId&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_curPage&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_pageSize&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_headId&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=keyword&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=flushckid&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=pageSize&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=compTag&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=industryType&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=industries&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=siTag&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_sfrom&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_ckId&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_curPage&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_pageSize&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_headId&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=keyword&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=flushckid&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=pageSize&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=compTag&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=industryType&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=industries&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=siTag&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_sfrom&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_ckId&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_curPage&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_pageSize&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_headId&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=keyword&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=flushckid&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=pageSize&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=compTag&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=industryType&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=industries&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=siTag&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_sfrom&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_ckId&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_curPage&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_pageSize&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_headId&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=keyword&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=flushckid&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=pageSize&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=compTag&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=industryType&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=industries&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=siTag&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_sfrom&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_ckId&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_curPage&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_pageSize&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_headId&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=keyword&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=flushckid&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=pageSize&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=compTag&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=industryType&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=industries&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=siTag&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_sfrom&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_ckId&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_curPage&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_pageSize&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_headId&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=keyword&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=flushckid&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=pageSize&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=compTag&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=industryType&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=industries&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=siTag&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_sfrom&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_ckId&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_curPage&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_pageSize&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_headId&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=keyword&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=flushckid&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=pageSize&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=compTag&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=industryType&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=industries&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=siTag&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_sfrom&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_ckId&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_curPage&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_pageSize&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_headId&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=keyword&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=flushckid&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=pageSize&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=compTag&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=industryType&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=industries&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=siTag&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_sfrom&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_ckId&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_curPage&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_pageSize&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_headId&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=keyword&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=flushckid&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=pageSize&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=compTag&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=industryType&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=industries&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=siTag&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_sfrom&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_ckId&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_curPage&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_pageSize&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_headId&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=keyword&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=flushckid&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=pageSize&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=compTag&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=industryType&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=industries&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=siTag&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_sfrom&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_ckId&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_curPage&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_pageSize&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_headId&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=keyword&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=flushckid&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=pageSize&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=compTag&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=industryType&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=industries&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=siTag&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_sfrom&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_ckId&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_curPage&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_pageSize&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_headId&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=keyword&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=flushckid&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=pageSize&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=compTag&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=industryType&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=industries&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=siTag&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_sfrom&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_ckId&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_curPage&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_pageSize&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_headId&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=keyword&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=flushckid&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=pageSize&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=compTag&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=industryType&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=industries&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=siTag&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_sfrom&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_ckId&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_curPage&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_pageSize&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_headId&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=keyword&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=flushckid&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=pageSize&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=compTag&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=industryType&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=industries&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=siTag&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_sfrom&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_ckId&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_curPage&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_pageSize&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_headId&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=keyword&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=flushckid&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=pageSize&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=compTag&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=industryType&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=industries&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=siTag&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_sfrom&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_ckId&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_curPage&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_pageSize&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_headId&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=keyword&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=flushckid&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=pageSize&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=compTag&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=industryType&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=industries&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=siTag&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_sfrom&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_ckId&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_curPage&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_pageSize&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_headId&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=keyword&%E7%8E%AF%E4%BF%9D=flushckid&%E7%8E%AF%E4%BF%9D=pageSize&%E7%8E%AF%E4%BF%9D=compTag&%E7%8E%AF%E4%BF%9D=industryType&%E7%8E%AF%E4%BF%9D=industries&%E7%8E%AF%E4%BF%9D=siTag&%E7%8E%AF%E4%BF%9D=d_sfrom&%E7%8E%AF%E4%BF%9D=d_ckId&%E7%8E%AF%E4%BF%9D=d_curPage&%E7%8E%AF%E4%BF%9D=d_pageSize&%E7%8E%AF%E4%BF%9D=d_headId&%E7%8E%AF%E4%BF%9D=keyword&%E6%96%B0%E8%83%BD%E6%BA%90=flushckid&%E6%96%B0%E8%83%BD%E6%BA%90=pageSize&%E6%96%B0%E8%83%BD%E6%BA%90=compTag&%E6%96%B0%E8%83%BD%E6%BA%90=industryType&%E6%96%B0%E8%83%BD%E6%BA%90=industries&%E6%96%B0%E8%83%BD%E6%BA%90=siTag&%E6%96%B0%E8%83%BD%E6%BA%90=d_sfrom&%E6%96%B0%E8%83%BD%E6%BA%90=d_ckId&%E6%96%B0%E8%83%BD%E6%BA%90=d_curPage&%E6%96%B0%E8%83%BD%E6%BA%90=d_pageSize&%E6%96%B0%E8%83%BD%E6%BA%90=d_headId&%E6%96%B0%E8%83%BD%E6%BA%90=keyword&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=flushckid&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=pageSize&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=compTag&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=industryType&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=industries&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=siTag&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_sfrom&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_ckId&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_curPage&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_pageSize&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_headId&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=keyword&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=flushckid&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=pageSize&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=compTag&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=industryType&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=industries&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=siTag&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_sfrom&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_ckId&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_curPage&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_pageSize&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_headId&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=keyword&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=flushckid&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=pageSize&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=compTag&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=industryType&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=industries&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=siTag&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_sfrom&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_ckId&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_curPage&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_pageSize&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_headId&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=keyword&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=flushckid&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=pageSize&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=compTag&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=industryType&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=industries&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=siTag&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_sfrom&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_ckId&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_curPage&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_pageSize&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_headId&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=keyword&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=flushckid&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=pageSize&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=compTag&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=industryType&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=industries&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=siTag&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_sfrom&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_ckId&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_curPage&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_pageSize&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_headId&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=keyword&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=flushckid&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=pageSize&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=compTag&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=industryType&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=industries&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=siTag&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_sfrom&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_ckId&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_curPage&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_pageSize&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_headId&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=keyword&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=flushckid&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=pageSize&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=compTag&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=industryType&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=industries&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=siTag&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_sfrom&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_ckId&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_curPage&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_pageSize&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_headId&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=keyword&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=flushckid&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=pageSize&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=compTag&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=industryType&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=industries&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=siTag&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_sfrom&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_ckId&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_curPage&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_pageSize&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_headId&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=keyword&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=flushckid&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=pageSize&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=compTag&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=industryType&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=industries&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=siTag&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_sfrom&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_ckId&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_curPage&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_pageSize&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_headId&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=keyword&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=flushckid&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=pageSize&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=compTag&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=industryType&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=industries&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=siTag&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_sfrom&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_ckId&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_curPage&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_pageSize&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_headId&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=keyword&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=flushckid&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=pageSize&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=compTag&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=industryType&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=industries&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=siTag&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_sfrom&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_ckId&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_curPage&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_pageSize&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_headId&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=keyword&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=flushckid&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=pageSize&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=compTag&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=industryType&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=industries&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=siTag&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_sfrom&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_ckId&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_curPage&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_pageSize&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_headId&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=keyword&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=flushckid&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=pageSize&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=compTag&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=industryType&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=industries&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=siTag&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_sfrom&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_ckId&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_curPage&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_pageSize&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_headId&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=keyword&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=flushckid&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=pageSize&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=compTag&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=industryType&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=industries&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=siTag&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_sfrom&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_ckId&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_curPage&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_pageSize&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_headId&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=keyword&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=flushckid&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=pageSize&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=compTag&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=industryType&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=industries&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=siTag&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_sfrom&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_ckId&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_curPage&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_pageSize&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_headId&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=keyword&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=flushckid&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=pageSize&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=compTag&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=industryType&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=industries&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=siTag&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_sfrom&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_ckId&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_curPage&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_pageSize&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_headId&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=keyword'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "session = HTMLSession()\n",
    "payload = 参数_compTag_新媒体运营\n",
    "r = session.get( url, params = payload)\n",
    "r.url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 单一页面爬+解析\n",
    "session = HTMLSession()\n",
    "\n",
    "def requests_liepin( url, params):\n",
    "    r = session.get( url , params = payload)\n",
    "\n",
    "    # 先取特定元素, 精准打击其子后辈\n",
    "    主要元素 = r.html.xpath( '//ul[@class=\"sojob-list\"]/li')\n",
    "\n",
    "    # 作为xpath字典，键为我要抓的牛肉名称，值为xpath\n",
    "    dict_xpaths={ \n",
    "        'text': {\n",
    "            'edu':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]',\n",
    "            '经验':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]/following-sibling::span',\n",
    "            '薪水':    '//div[contains(@class,\"job-info\")]/p/span[@class=\"text-warning\"]', \n",
    "            '时间':    '//div[contains(@class,\"job-info\")]/p/time/@title', \n",
    "            '职称':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司地点': '//div[contains(@class,\"job-info\")]/p/a',\n",
    "            '公司名称': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        },\n",
    "        'text_content': {\n",
    "        },\n",
    "        'href': {\n",
    "            '链结':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司URL': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        }\n",
    "    }\n",
    "\n",
    "    def get_e_text_content(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [e.xpath(_xpath_)[0].lxml.text_content() for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_text(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [\"\".join([x.strip() if type(x) is str else x.text.strip() for x in e.xpath(_xpath_)]) for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_href(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [list(e.xpath(_xpath_, first=True).absolute_links)[0] \\\n",
    "                   if len(e.xpath(_xpath_, first=True).absolute_links) >= 1  \\\n",
    "                   else \"\" for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    # 只对主要元素下进行.xpath取值\n",
    "    数据字典 = dict()\n",
    "\n",
    "    数据字典 = {k:get_e_text_content(v) for k,v in dict_xpaths['text_content'].items()}\n",
    "    数据字典.update({k:get_e_text(v) for k,v in dict_xpaths['text'].items()})\n",
    "    数据字典.update({k:get_e_href(v) for k,v in dict_xpaths['href'].items()})\n",
    "\n",
    "    数据 = pd.DataFrame(数据字典)\n",
    "    return (数据)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>edu</th>\n",
       "      <th>经验</th>\n",
       "      <th>薪水</th>\n",
       "      <th>时间</th>\n",
       "      <th>职称</th>\n",
       "      <th>公司地点</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>链结</th>\n",
       "      <th>公司URL</th>\n",
       "      <th>行业</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-35k·16薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>资深运维平台开发工程师</td>\n",
       "      <td>广州-东圃</td>\n",
       "      <td>网易集团</td>\n",
       "      <td>https://www.liepin.com/job/1930005181.shtml</td>\n",
       "      <td>https://www.liepin.com/company/5964833/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-30k·16薪</td>\n",
       "      <td>2020年07月14日</td>\n",
       "      <td>资深Java开发工程师</td>\n",
       "      <td>杭州-长河</td>\n",
       "      <td>网易集团</td>\n",
       "      <td>https://www.liepin.com/job/1929756403.shtml</td>\n",
       "      <td>https://www.liepin.com/company/5964833/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-40k·14薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>java技术专家</td>\n",
       "      <td>上海-浦东新区</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930036235.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-30k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>高级JAVA开发工程师-国际事业群</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930034845.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>18-35k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>产品经理（智能零售场景）</td>\n",
       "      <td>南京</td>\n",
       "      <td>苏宁易购</td>\n",
       "      <td>https://www.liepin.com/job/1930028435.shtml</td>\n",
       "      <td>https://www.liepin.com/company/2051657/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>平头哥-数字IC设计专家-安全</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020713.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>智能制造事业部-高级前端开发工程师-新制造</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020711.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>10-30k·14薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>海外税合规经理</td>\n",
       "      <td></td>\n",
       "      <td>小米</td>\n",
       "      <td>https://www.liepin.com/job/1930020407.shtml</td>\n",
       "      <td>https://www.liepin.com/company/2174886/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>蚂蚁集团-跨境电商支付技术专家-国际事业群</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020175.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>平头哥-安全芯片分析专家</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020173.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2040 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      edu     经验          薪水           时间                     职称     公司地点  \\\n",
       "0    统招本科   3-5年  20-35k·16薪  2020年07月17日            资深运维平台开发工程师    广州-东圃   \n",
       "1   本科及以上   经验不限  20-30k·16薪  2020年07月14日            资深Java开发工程师    杭州-长河   \n",
       "2   本科及以上   经验不限  20-40k·14薪  2020年07月18日               java技术专家  上海-浦东新区   \n",
       "3   本科及以上   经验不限  20-30k·12薪  2020年07月18日      高级JAVA开发工程师-国际事业群       杭州   \n",
       "4   本科及以上  5-10年  18-35k·12薪  2020年07月18日           产品经理（智能零售场景）       南京   \n",
       "..    ...    ...         ...          ...                    ...      ...   \n",
       "35   学历不限   经验不限          面议  2020年07月17日        平头哥-数字IC设计专家-安全       杭州   \n",
       "36   学历不限   经验不限          面议  2020年07月17日  智能制造事业部-高级前端开发工程师-新制造       杭州   \n",
       "37   统招本科  5-10年  10-30k·14薪  2020年07月17日                海外税合规经理            \n",
       "38   学历不限   经验不限          面议  2020年07月17日  蚂蚁集团-跨境电商支付技术专家-国际事业群       杭州   \n",
       "39   学历不限   经验不限          面议  2020年07月17日           平头哥-安全芯片分析专家       杭州   \n",
       "\n",
       "    公司名称                                           链结  \\\n",
       "0   网易集团  https://www.liepin.com/job/1930005181.shtml   \n",
       "1   网易集团  https://www.liepin.com/job/1929756403.shtml   \n",
       "2   阿里巴巴  https://www.liepin.com/job/1930036235.shtml   \n",
       "3   阿里巴巴  https://www.liepin.com/job/1930034845.shtml   \n",
       "4   苏宁易购  https://www.liepin.com/job/1930028435.shtml   \n",
       "..   ...                                          ...   \n",
       "35  阿里巴巴  https://www.liepin.com/job/1930020713.shtml   \n",
       "36  阿里巴巴  https://www.liepin.com/job/1930020711.shtml   \n",
       "37    小米  https://www.liepin.com/job/1930020407.shtml   \n",
       "38  阿里巴巴  https://www.liepin.com/job/1930020175.shtml   \n",
       "39  阿里巴巴  https://www.liepin.com/job/1930020173.shtml   \n",
       "\n",
       "                                      公司URL      行业  \n",
       "0   https://www.liepin.com/company/5964833/  互联网/电商  \n",
       "1   https://www.liepin.com/company/5964833/  互联网/电商  \n",
       "2   https://www.liepin.com/company/1072424/  互联网/电商  \n",
       "3   https://www.liepin.com/company/1072424/  互联网/电商  \n",
       "4   https://www.liepin.com/company/2051657/  互联网/电商  \n",
       "..                                      ...     ...  \n",
       "35  https://www.liepin.com/company/1072424/    其他行业  \n",
       "36  https://www.liepin.com/company/1072424/    其他行业  \n",
       "37  https://www.liepin.com/company/2174886/    其他行业  \n",
       "38  https://www.liepin.com/company/1072424/    其他行业  \n",
       "39  https://www.liepin.com/company/1072424/    其他行业  \n",
       "\n",
       "[2040 rows x 10 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "\n",
    "list_df = list()\n",
    "for k,v in 参数_compTag_新媒体运营.items():\n",
    "    payload = v\n",
    "    df = requests_liepin( url, params = payload)\n",
    "    df = df.assign (行业 = k)    \n",
    "    list_df.append(df)\n",
    "\n",
    "df_all = pd.concat(list_df)\n",
    "df_all"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 输出\n",
    "df_all.to_excel(\"新媒体运营_liepin_行业.xlsx\", sheet_name=\"搜查结果\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 创建城市模板字典"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'互联网/电商': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '游戏产业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机软件': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, 'IT服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '电子/芯片/半导体': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '通信业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机/网络设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产/建筑': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '规划/设计/装潢': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '银行': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '保险': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '基金/证券/投资': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '会计/审计': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '信托/担保/拍卖': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '快消品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '批发零售': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '服装纺织': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '家具/家电': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '办公设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '奢侈品/收藏品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '珠宝/玩具/工艺品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '汽车/摩托车': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '机械/机电/重工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '印刷/包装/造纸': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '原材料加工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '仪器/电气/自动化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '制药/生物工程': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗/保健/美容': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗器械': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '能源/水利': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '石油/化工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '采掘/冶炼/矿产': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '环保': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '新能源': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '专业服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '中介服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '外包服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '检测/认证': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '餐饮/酒旅/服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '文体娱乐': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '租赁服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '广告/市场/会展': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '影视文化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '教育培训': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '交通/物流/运输': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '贸易/进出口': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '航空/航天': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '政务/公共服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '农林牧渔': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '其他行业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}}\n"
     ]
    }
   ],
   "source": [
    "# 建构 参数模板  \n",
    "def 参数模板生成(compTag , keyword ):\n",
    "    参数 = 参数模板.copy()\n",
    "    参数['compTag'] = compTag\n",
    "    参数['keyword'] = keyword\n",
    "    return (参数)\n",
    "\n",
    "参数_compTag_新媒体运营 = { k:参数模板生成(compTag = [v], keyword = ['新媒体运营']) for k,v in 字典_compTag.items()}\n",
    "print(参数_compTag_新媒体运营)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.liepin.com/zhaopin/?%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=flushckid&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=pageSize&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=compTag&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=industryType&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=industries&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=siTag&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_sfrom&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_ckId&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_curPage&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_pageSize&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=d_headId&%E4%BA%92%E8%81%94%E7%BD%91%2F%E7%94%B5%E5%95%86=keyword&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=flushckid&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=pageSize&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=compTag&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=industryType&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=industries&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=siTag&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_sfrom&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_ckId&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_curPage&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_pageSize&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=d_headId&%E6%B8%B8%E6%88%8F%E4%BA%A7%E4%B8%9A=keyword&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=flushckid&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=compTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=industryType&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=industries&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=siTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_sfrom&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_ckId&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_curPage&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=d_headId&%E8%AE%A1%E7%AE%97%E6%9C%BA%E8%BD%AF%E4%BB%B6=keyword&IT%E6%9C%8D%E5%8A%A1=flushckid&IT%E6%9C%8D%E5%8A%A1=pageSize&IT%E6%9C%8D%E5%8A%A1=compTag&IT%E6%9C%8D%E5%8A%A1=industryType&IT%E6%9C%8D%E5%8A%A1=industries&IT%E6%9C%8D%E5%8A%A1=siTag&IT%E6%9C%8D%E5%8A%A1=d_sfrom&IT%E6%9C%8D%E5%8A%A1=d_ckId&IT%E6%9C%8D%E5%8A%A1=d_curPage&IT%E6%9C%8D%E5%8A%A1=d_pageSize&IT%E6%9C%8D%E5%8A%A1=d_headId&IT%E6%9C%8D%E5%8A%A1=keyword&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=flushckid&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=pageSize&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=compTag&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=industryType&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=industries&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=siTag&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_sfrom&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_ckId&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_curPage&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_pageSize&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=d_headId&%E7%94%B5%E5%AD%90%2F%E8%8A%AF%E7%89%87%2F%E5%8D%8A%E5%AF%BC%E4%BD%93=keyword&%E9%80%9A%E4%BF%A1%E4%B8%9A=flushckid&%E9%80%9A%E4%BF%A1%E4%B8%9A=pageSize&%E9%80%9A%E4%BF%A1%E4%B8%9A=compTag&%E9%80%9A%E4%BF%A1%E4%B8%9A=industryType&%E9%80%9A%E4%BF%A1%E4%B8%9A=industries&%E9%80%9A%E4%BF%A1%E4%B8%9A=siTag&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_sfrom&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_ckId&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_curPage&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_pageSize&%E9%80%9A%E4%BF%A1%E4%B8%9A=d_headId&%E9%80%9A%E4%BF%A1%E4%B8%9A=keyword&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=flushckid&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=compTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=industryType&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=industries&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=siTag&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_sfrom&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_ckId&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_curPage&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_pageSize&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=d_headId&%E8%AE%A1%E7%AE%97%E6%9C%BA%2F%E7%BD%91%E7%BB%9C%E8%AE%BE%E5%A4%87=keyword&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=flushckid&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=compTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=industryType&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=industries&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=siTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_sfrom&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_ckId&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_curPage&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=d_headId&%E6%88%BF%E5%9C%B0%E4%BA%A7%2F%E5%BB%BA%E7%AD%91=keyword&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=flushckid&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=pageSize&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=compTag&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=industryType&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=industries&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=siTag&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_sfrom&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_ckId&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_curPage&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_pageSize&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=d_headId&%E8%A7%84%E5%88%92%2F%E8%AE%BE%E8%AE%A1%2F%E8%A3%85%E6%BD%A2=keyword&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=flushckid&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=compTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=industryType&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=industries&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=siTag&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_sfrom&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_ckId&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_curPage&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_pageSize&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=d_headId&%E6%88%BF%E5%9C%B0%E4%BA%A7%E6%9C%8D%E5%8A%A1=keyword&%E9%93%B6%E8%A1%8C=flushckid&%E9%93%B6%E8%A1%8C=pageSize&%E9%93%B6%E8%A1%8C=compTag&%E9%93%B6%E8%A1%8C=industryType&%E9%93%B6%E8%A1%8C=industries&%E9%93%B6%E8%A1%8C=siTag&%E9%93%B6%E8%A1%8C=d_sfrom&%E9%93%B6%E8%A1%8C=d_ckId&%E9%93%B6%E8%A1%8C=d_curPage&%E9%93%B6%E8%A1%8C=d_pageSize&%E9%93%B6%E8%A1%8C=d_headId&%E9%93%B6%E8%A1%8C=keyword&%E4%BF%9D%E9%99%A9=flushckid&%E4%BF%9D%E9%99%A9=pageSize&%E4%BF%9D%E9%99%A9=compTag&%E4%BF%9D%E9%99%A9=industryType&%E4%BF%9D%E9%99%A9=industries&%E4%BF%9D%E9%99%A9=siTag&%E4%BF%9D%E9%99%A9=d_sfrom&%E4%BF%9D%E9%99%A9=d_ckId&%E4%BF%9D%E9%99%A9=d_curPage&%E4%BF%9D%E9%99%A9=d_pageSize&%E4%BF%9D%E9%99%A9=d_headId&%E4%BF%9D%E9%99%A9=keyword&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=flushckid&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=pageSize&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=compTag&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=industryType&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=industries&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=siTag&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_sfrom&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_ckId&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_curPage&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_pageSize&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=d_headId&%E5%9F%BA%E9%87%91%2F%E8%AF%81%E5%88%B8%2F%E6%8A%95%E8%B5%84=keyword&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=flushckid&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=pageSize&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=compTag&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=industryType&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=industries&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=siTag&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_sfrom&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_ckId&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_curPage&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_pageSize&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=d_headId&%E4%BC%9A%E8%AE%A1%2F%E5%AE%A1%E8%AE%A1=keyword&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=flushckid&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=pageSize&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=compTag&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=industryType&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=industries&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=siTag&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_sfrom&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_ckId&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_curPage&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_pageSize&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=d_headId&%E4%BF%A1%E6%89%98%2F%E6%8B%85%E4%BF%9D%2F%E6%8B%8D%E5%8D%96=keyword&%E5%BF%AB%E6%B6%88%E5%93%81=flushckid&%E5%BF%AB%E6%B6%88%E5%93%81=pageSize&%E5%BF%AB%E6%B6%88%E5%93%81=compTag&%E5%BF%AB%E6%B6%88%E5%93%81=industryType&%E5%BF%AB%E6%B6%88%E5%93%81=industries&%E5%BF%AB%E6%B6%88%E5%93%81=siTag&%E5%BF%AB%E6%B6%88%E5%93%81=d_sfrom&%E5%BF%AB%E6%B6%88%E5%93%81=d_ckId&%E5%BF%AB%E6%B6%88%E5%93%81=d_curPage&%E5%BF%AB%E6%B6%88%E5%93%81=d_pageSize&%E5%BF%AB%E6%B6%88%E5%93%81=d_headId&%E5%BF%AB%E6%B6%88%E5%93%81=keyword&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=flushckid&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=pageSize&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=compTag&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=industryType&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=industries&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=siTag&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_sfrom&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_ckId&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_curPage&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_pageSize&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=d_headId&%E6%89%B9%E5%8F%91%E9%9B%B6%E5%94%AE=keyword&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=flushckid&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=pageSize&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=compTag&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=industryType&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=industries&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=siTag&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_sfrom&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_ckId&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_curPage&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_pageSize&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=d_headId&%E6%9C%8D%E8%A3%85%E7%BA%BA%E7%BB%87=keyword&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=flushckid&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=pageSize&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=compTag&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=industryType&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=industries&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=siTag&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_sfrom&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_ckId&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_curPage&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_pageSize&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=d_headId&%E5%AE%B6%E5%85%B7%2F%E5%AE%B6%E7%94%B5=keyword&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=flushckid&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=pageSize&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=compTag&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=industryType&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=industries&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=siTag&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_sfrom&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_ckId&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_curPage&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_pageSize&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=d_headId&%E5%8A%9E%E5%85%AC%E8%AE%BE%E5%A4%87=keyword&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=flushckid&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=pageSize&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=compTag&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=industryType&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=industries&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=siTag&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_sfrom&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_ckId&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_curPage&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_pageSize&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=d_headId&%E5%A5%A2%E4%BE%88%E5%93%81%2F%E6%94%B6%E8%97%8F%E5%93%81=keyword&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=flushckid&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=pageSize&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=compTag&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=industryType&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=industries&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=siTag&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_sfrom&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_ckId&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_curPage&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_pageSize&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=d_headId&%E7%8F%A0%E5%AE%9D%2F%E7%8E%A9%E5%85%B7%2F%E5%B7%A5%E8%89%BA%E5%93%81=keyword&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=flushckid&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=pageSize&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=compTag&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=industryType&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=industries&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=siTag&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_sfrom&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_ckId&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_curPage&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_pageSize&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=d_headId&%E6%B1%BD%E8%BD%A6%2F%E6%91%A9%E6%89%98%E8%BD%A6=keyword&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=flushckid&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=pageSize&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=compTag&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=industryType&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=industries&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=siTag&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_sfrom&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_ckId&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_curPage&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_pageSize&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=d_headId&%E6%9C%BA%E6%A2%B0%2F%E6%9C%BA%E7%94%B5%2F%E9%87%8D%E5%B7%A5=keyword&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=flushckid&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=pageSize&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=compTag&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=industryType&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=industries&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=siTag&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_sfrom&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_ckId&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_curPage&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_pageSize&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=d_headId&%E5%8D%B0%E5%88%B7%2F%E5%8C%85%E8%A3%85%2F%E9%80%A0%E7%BA%B8=keyword&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=flushckid&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=pageSize&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=compTag&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=industryType&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=industries&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=siTag&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_sfrom&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_ckId&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_curPage&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_pageSize&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=d_headId&%E5%8E%9F%E6%9D%90%E6%96%99%E5%8A%A0%E5%B7%A5=keyword&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=flushckid&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=pageSize&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=compTag&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=industryType&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=industries&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=siTag&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_sfrom&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_ckId&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_curPage&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_pageSize&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=d_headId&%E4%BB%AA%E5%99%A8%2F%E7%94%B5%E6%B0%94%2F%E8%87%AA%E5%8A%A8%E5%8C%96=keyword&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=flushckid&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=pageSize&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=compTag&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=industryType&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=industries&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=siTag&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_sfrom&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_ckId&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_curPage&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_pageSize&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=d_headId&%E5%88%B6%E8%8D%AF%2F%E7%94%9F%E7%89%A9%E5%B7%A5%E7%A8%8B=keyword&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=flushckid&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=pageSize&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=compTag&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=industryType&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=industries&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=siTag&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_sfrom&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_ckId&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_curPage&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_pageSize&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=d_headId&%E5%8C%BB%E7%96%97%2F%E4%BF%9D%E5%81%A5%2F%E7%BE%8E%E5%AE%B9=keyword&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=flushckid&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=pageSize&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=compTag&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=industryType&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=industries&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=siTag&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_sfrom&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_ckId&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_curPage&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_pageSize&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=d_headId&%E5%8C%BB%E7%96%97%E5%99%A8%E6%A2%B0=keyword&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=flushckid&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=pageSize&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=compTag&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=industryType&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=industries&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=siTag&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_sfrom&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_ckId&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_curPage&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_pageSize&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=d_headId&%E8%83%BD%E6%BA%90%2F%E6%B0%B4%E5%88%A9=keyword&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=flushckid&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=pageSize&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=compTag&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=industryType&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=industries&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=siTag&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_sfrom&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_ckId&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_curPage&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_pageSize&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=d_headId&%E7%9F%B3%E6%B2%B9%2F%E5%8C%96%E5%B7%A5=keyword&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=flushckid&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=pageSize&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=compTag&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=industryType&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=industries&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=siTag&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_sfrom&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_ckId&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_curPage&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_pageSize&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=d_headId&%E9%87%87%E6%8E%98%2F%E5%86%B6%E7%82%BC%2F%E7%9F%BF%E4%BA%A7=keyword&%E7%8E%AF%E4%BF%9D=flushckid&%E7%8E%AF%E4%BF%9D=pageSize&%E7%8E%AF%E4%BF%9D=compTag&%E7%8E%AF%E4%BF%9D=industryType&%E7%8E%AF%E4%BF%9D=industries&%E7%8E%AF%E4%BF%9D=siTag&%E7%8E%AF%E4%BF%9D=d_sfrom&%E7%8E%AF%E4%BF%9D=d_ckId&%E7%8E%AF%E4%BF%9D=d_curPage&%E7%8E%AF%E4%BF%9D=d_pageSize&%E7%8E%AF%E4%BF%9D=d_headId&%E7%8E%AF%E4%BF%9D=keyword&%E6%96%B0%E8%83%BD%E6%BA%90=flushckid&%E6%96%B0%E8%83%BD%E6%BA%90=pageSize&%E6%96%B0%E8%83%BD%E6%BA%90=compTag&%E6%96%B0%E8%83%BD%E6%BA%90=industryType&%E6%96%B0%E8%83%BD%E6%BA%90=industries&%E6%96%B0%E8%83%BD%E6%BA%90=siTag&%E6%96%B0%E8%83%BD%E6%BA%90=d_sfrom&%E6%96%B0%E8%83%BD%E6%BA%90=d_ckId&%E6%96%B0%E8%83%BD%E6%BA%90=d_curPage&%E6%96%B0%E8%83%BD%E6%BA%90=d_pageSize&%E6%96%B0%E8%83%BD%E6%BA%90=d_headId&%E6%96%B0%E8%83%BD%E6%BA%90=keyword&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=flushckid&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=pageSize&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=compTag&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=industryType&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=industries&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=siTag&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_sfrom&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_ckId&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_curPage&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_pageSize&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=d_headId&%E4%B8%93%E4%B8%9A%E6%9C%8D%E5%8A%A1=keyword&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=flushckid&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=pageSize&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=compTag&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=industryType&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=industries&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=siTag&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_sfrom&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_ckId&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_curPage&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_pageSize&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=d_headId&%E4%B8%AD%E4%BB%8B%E6%9C%8D%E5%8A%A1=keyword&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=flushckid&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=pageSize&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=compTag&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=industryType&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=industries&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=siTag&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_sfrom&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_ckId&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_curPage&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_pageSize&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=d_headId&%E5%A4%96%E5%8C%85%E6%9C%8D%E5%8A%A1=keyword&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=flushckid&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=pageSize&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=compTag&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=industryType&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=industries&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=siTag&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_sfrom&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_ckId&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_curPage&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_pageSize&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=d_headId&%E6%A3%80%E6%B5%8B%2F%E8%AE%A4%E8%AF%81=keyword&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=flushckid&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=pageSize&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=compTag&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=industryType&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=industries&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=siTag&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_sfrom&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_ckId&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_curPage&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_pageSize&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=d_headId&%E9%A4%90%E9%A5%AE%2F%E9%85%92%E6%97%85%2F%E6%9C%8D%E5%8A%A1=keyword&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=flushckid&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=pageSize&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=compTag&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=industryType&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=industries&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=siTag&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_sfrom&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_ckId&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_curPage&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_pageSize&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=d_headId&%E6%96%87%E4%BD%93%E5%A8%B1%E4%B9%90=keyword&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=flushckid&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=pageSize&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=compTag&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=industryType&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=industries&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=siTag&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_sfrom&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_ckId&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_curPage&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_pageSize&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=d_headId&%E7%A7%9F%E8%B5%81%E6%9C%8D%E5%8A%A1=keyword&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=flushckid&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=pageSize&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=compTag&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=industryType&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=industries&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=siTag&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_sfrom&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_ckId&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_curPage&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_pageSize&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=d_headId&%E5%B9%BF%E5%91%8A%2F%E5%B8%82%E5%9C%BA%2F%E4%BC%9A%E5%B1%95=keyword&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=flushckid&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=pageSize&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=compTag&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=industryType&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=industries&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=siTag&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_sfrom&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_ckId&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_curPage&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_pageSize&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=d_headId&%E5%BD%B1%E8%A7%86%E6%96%87%E5%8C%96=keyword&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=flushckid&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=pageSize&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=compTag&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=industryType&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=industries&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=siTag&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_sfrom&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_ckId&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_curPage&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_pageSize&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=d_headId&%E6%95%99%E8%82%B2%E5%9F%B9%E8%AE%AD=keyword&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=flushckid&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=pageSize&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=compTag&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=industryType&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=industries&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=siTag&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_sfrom&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_ckId&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_curPage&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_pageSize&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=d_headId&%E4%BA%A4%E9%80%9A%2F%E7%89%A9%E6%B5%81%2F%E8%BF%90%E8%BE%93=keyword&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=flushckid&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=pageSize&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=compTag&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=industryType&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=industries&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=siTag&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_sfrom&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_ckId&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_curPage&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_pageSize&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=d_headId&%E8%B4%B8%E6%98%93%2F%E8%BF%9B%E5%87%BA%E5%8F%A3=keyword&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=flushckid&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=pageSize&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=compTag&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=industryType&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=industries&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=siTag&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_sfrom&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_ckId&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_curPage&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_pageSize&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=d_headId&%E8%88%AA%E7%A9%BA%2F%E8%88%AA%E5%A4%A9=keyword&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=flushckid&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=pageSize&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=compTag&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=industryType&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=industries&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=siTag&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_sfrom&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_ckId&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_curPage&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_pageSize&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=d_headId&%E6%94%BF%E5%8A%A1%2F%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1=keyword&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=flushckid&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=pageSize&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=compTag&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=industryType&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=industries&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=siTag&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_sfrom&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_ckId&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_curPage&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_pageSize&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=d_headId&%E5%86%9C%E6%9E%97%E7%89%A7%E6%B8%94=keyword&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=flushckid&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=pageSize&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=compTag&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=industryType&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=industries&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=siTag&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_sfrom&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_ckId&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_curPage&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_pageSize&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=d_headId&%E5%85%B6%E4%BB%96%E8%A1%8C%E4%B8%9A=keyword'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "session = HTMLSession()\n",
    "payload = 参数_compTag_新媒体运营\n",
    "r = session.get( url, params = payload)\n",
    "r.url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "session = HTMLSession()\n",
    "\n",
    "def requests_liepin( url, params):\n",
    "    r = session.get( url , params = payload)\n",
    "\n",
    "    主要元素 = r.html.xpath( '//ul[@class=\"sojob-list\"]/li')\n",
    "    \n",
    "    dict_xpaths={ \n",
    "        'text': {\n",
    "            'edu':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]',\n",
    "            '经验':      '//div[contains(@class,\"job-info\")]/p/span[@class=\"edu\"]/following-sibling::span',\n",
    "            '薪水':    '//div[contains(@class,\"job-info\")]/p/span[@class=\"text-warning\"]', \n",
    "            '时间':    '//div[contains(@class,\"job-info\")]/p/time/@title', \n",
    "            '职称':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司地点': '//div[contains(@class,\"job-info\")]/p/a',\n",
    "            '公司名称': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        },\n",
    "        'text_content': {\n",
    "        },\n",
    "        'href': {\n",
    "            '链结':    '//div[contains(@class,\"job-info\")]/h3/a', \n",
    "            '公司URL': '//div[contains(@class,\"sojob-item-main\")]//p[@class=\"company-name\"]/a', \n",
    "        }\n",
    "    }\n",
    "\n",
    "    def get_e_text_content(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [e.xpath(_xpath_)[0].lxml.text_content() for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_text(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [\"\".join([x.strip() if type(x) is str else x.text.strip() for x in e.xpath(_xpath_)]) for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    def get_e_href(_xpath_):\n",
    "        # 高级列表推导\n",
    "        暂存结果 = [list(e.xpath(_xpath_, first=True).absolute_links)[0] \\\n",
    "                   if len(e.xpath(_xpath_, first=True).absolute_links) >= 1  \\\n",
    "                   else \"\" for e in 主要元素]\n",
    "        return(暂存结果)\n",
    "\n",
    "    # 只对主要元素下进行.xpath取值\n",
    "    数据字典 = dict()\n",
    "\n",
    "    数据字典 = {k:get_e_text_content(v) for k,v in dict_xpaths['text_content'].items()}\n",
    "    数据字典.update({k:get_e_text(v) for k,v in dict_xpaths['text'].items()})\n",
    "    数据字典.update({k:get_e_href(v) for k,v in dict_xpaths['href'].items()})\n",
    "\n",
    "    数据 = pd.DataFrame(数据字典)\n",
    "    return (数据)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>edu</th>\n",
       "      <th>经验</th>\n",
       "      <th>薪水</th>\n",
       "      <th>时间</th>\n",
       "      <th>职称</th>\n",
       "      <th>公司地点</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>链结</th>\n",
       "      <th>公司URL</th>\n",
       "      <th>城市</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-35k·16薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>资深运维平台开发工程师</td>\n",
       "      <td>广州-东圃</td>\n",
       "      <td>网易集团</td>\n",
       "      <td>https://www.liepin.com/job/1930005181.shtml</td>\n",
       "      <td>https://www.liepin.com/company/5964833/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-30k·16薪</td>\n",
       "      <td>2020年07月14日</td>\n",
       "      <td>资深Java开发工程师</td>\n",
       "      <td>杭州-长河</td>\n",
       "      <td>网易集团</td>\n",
       "      <td>https://www.liepin.com/job/1929756403.shtml</td>\n",
       "      <td>https://www.liepin.com/company/5964833/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-40k·14薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>java技术专家</td>\n",
       "      <td>上海-浦东新区</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930036235.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>20-30k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>高级JAVA开发工程师-国际事业群</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930034845.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>本科及以上</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>18-35k·12薪</td>\n",
       "      <td>2020年07月18日</td>\n",
       "      <td>产品经理（智能零售场景）</td>\n",
       "      <td>南京</td>\n",
       "      <td>苏宁易购</td>\n",
       "      <td>https://www.liepin.com/job/1930028435.shtml</td>\n",
       "      <td>https://www.liepin.com/company/2051657/</td>\n",
       "      <td>互联网/电商</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>平头哥-数字IC设计专家-安全</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020713.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>智能制造事业部-高级前端开发工程师-新制造</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020711.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>统招本科</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>10-30k·14薪</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>海外税合规经理</td>\n",
       "      <td></td>\n",
       "      <td>小米</td>\n",
       "      <td>https://www.liepin.com/job/1930020407.shtml</td>\n",
       "      <td>https://www.liepin.com/company/2174886/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>蚂蚁集团-跨境电商支付技术专家-国际事业群</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020175.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>学历不限</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>面议</td>\n",
       "      <td>2020年07月17日</td>\n",
       "      <td>平头哥-安全芯片分析专家</td>\n",
       "      <td>杭州</td>\n",
       "      <td>阿里巴巴</td>\n",
       "      <td>https://www.liepin.com/job/1930020173.shtml</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>其他行业</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2040 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      edu     经验          薪水           时间                     职称     公司地点  \\\n",
       "0    统招本科   3-5年  20-35k·16薪  2020年07月17日            资深运维平台开发工程师    广州-东圃   \n",
       "1   本科及以上   经验不限  20-30k·16薪  2020年07月14日            资深Java开发工程师    杭州-长河   \n",
       "2   本科及以上   经验不限  20-40k·14薪  2020年07月18日               java技术专家  上海-浦东新区   \n",
       "3   本科及以上   经验不限  20-30k·12薪  2020年07月18日      高级JAVA开发工程师-国际事业群       杭州   \n",
       "4   本科及以上  5-10年  18-35k·12薪  2020年07月18日           产品经理（智能零售场景）       南京   \n",
       "..    ...    ...         ...          ...                    ...      ...   \n",
       "35   学历不限   经验不限          面议  2020年07月17日        平头哥-数字IC设计专家-安全       杭州   \n",
       "36   学历不限   经验不限          面议  2020年07月17日  智能制造事业部-高级前端开发工程师-新制造       杭州   \n",
       "37   统招本科  5-10年  10-30k·14薪  2020年07月17日                海外税合规经理            \n",
       "38   学历不限   经验不限          面议  2020年07月17日  蚂蚁集团-跨境电商支付技术专家-国际事业群       杭州   \n",
       "39   学历不限   经验不限          面议  2020年07月17日           平头哥-安全芯片分析专家       杭州   \n",
       "\n",
       "    公司名称                                           链结  \\\n",
       "0   网易集团  https://www.liepin.com/job/1930005181.shtml   \n",
       "1   网易集团  https://www.liepin.com/job/1929756403.shtml   \n",
       "2   阿里巴巴  https://www.liepin.com/job/1930036235.shtml   \n",
       "3   阿里巴巴  https://www.liepin.com/job/1930034845.shtml   \n",
       "4   苏宁易购  https://www.liepin.com/job/1930028435.shtml   \n",
       "..   ...                                          ...   \n",
       "35  阿里巴巴  https://www.liepin.com/job/1930020713.shtml   \n",
       "36  阿里巴巴  https://www.liepin.com/job/1930020711.shtml   \n",
       "37    小米  https://www.liepin.com/job/1930020407.shtml   \n",
       "38  阿里巴巴  https://www.liepin.com/job/1930020175.shtml   \n",
       "39  阿里巴巴  https://www.liepin.com/job/1930020173.shtml   \n",
       "\n",
       "                                      公司URL      城市  \n",
       "0   https://www.liepin.com/company/5964833/  互联网/电商  \n",
       "1   https://www.liepin.com/company/5964833/  互联网/电商  \n",
       "2   https://www.liepin.com/company/1072424/  互联网/电商  \n",
       "3   https://www.liepin.com/company/1072424/  互联网/电商  \n",
       "4   https://www.liepin.com/company/2051657/  互联网/电商  \n",
       "..                                      ...     ...  \n",
       "35  https://www.liepin.com/company/1072424/    其他行业  \n",
       "36  https://www.liepin.com/company/1072424/    其他行业  \n",
       "37  https://www.liepin.com/company/2174886/    其他行业  \n",
       "38  https://www.liepin.com/company/1072424/    其他行业  \n",
       "39  https://www.liepin.com/company/1072424/    其他行业  \n",
       "\n",
       "[2040 rows x 10 columns]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "\n",
    "list_df = list()\n",
    "for k,v in 参数_compTag_新媒体运营.items():\n",
    "    payload = v\n",
    "    df = requests_liepin( url, params = payload)\n",
    "    df = df.assign (城市 = k)    \n",
    "    list_df.append(df)\n",
    "\n",
    "df_all = pd.concat(list_df)\n",
    "df_all"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_all.to_excel(\"新媒体运营_liepin_城市.xlsx\", sheet_name=\"搜查结果\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 新媒体运营行业数据翻页"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://www.liepin.com/zhaopin/?keyword=新媒体运营\"\n",
    "session = HTMLSession()\n",
    "r = session.get( url )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[<Element 'a' href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1'>, <Element 'a' href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=2'>, <Element 'a' href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=3'>, <Element 'a' href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=4'>, <Element 'a' href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1'>, <Element 'a' class=('last',) href='/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=9' title='末页'>]\n",
      "{'2': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1', '3': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=2', '4': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=3', '5': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=4', '下一页': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1', '': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=9'}\n"
     ]
    }
   ],
   "source": [
    "xpath_翻页a = '//div[@class=\"pagerbar\"]/a' # 有disabled, current等href是javascript\n",
    "xpath_翻页a = '//div[@class=\"pagerbar\"]/a[starts-with(@href,\"/zhaopin\")]'\n",
    "print (r.html.xpath(xpath_翻页a)) # 物件\n",
    "\n",
    "href_列表 = [x.xpath('//@href')[0] for x in r.html.xpath(xpath_翻页a)]\n",
    "#print (href_列表)\n",
    "\n",
    "文字_列表 = [x.text for x in r.html.xpath(xpath_翻页a)]\n",
    "#print (文字_列表)\n",
    "\n",
    "href_字典 = {x.text:x.xpath('//@href')[0]  for x in r.html.xpath(xpath_翻页a)}\n",
    "print (href_字典)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scheme       1\n",
      "netloc       1\n",
      "path         1\n",
      "params       1\n",
      "query       51\n",
      "fragment     1\n",
      "dtype: int64\n",
      "scheme       1\n",
      "netloc       1\n",
      "path         1\n",
      "params       1\n",
      "query       51\n",
      "fragment     1\n",
      "dtype: int64\n",
      "{'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049']}\n",
      "{'互联网/电商': '155', '游戏产业': '155', '计算机软件': '155', 'IT服务': '155', '电子/芯片/半导体': '155', '通信业': '155', '计算机/网络设备': '155', '房地产/建筑': '155', '规划/设计/装潢': '155', '房地产服务': '155', '银行': '155', '保险': '155', '基金/证券/投资': '155', '会计/审计': '155', '信托/担保/拍卖': '155', '快消品': '155', '批发零售': '155', '服装纺织': '155', '家具/家电': '155', '办公设备': '155', '奢侈品/收藏品': '155', '珠宝/玩具/工艺品': '155', '汽车/摩托车': '155', '机械/机电/重工': '155', '印刷/包装/造纸': '155', '原材料加工': '155', '仪器/电气/自动化': '155', '制药/生物工程': '155', '医疗/保健/美容': '155', '医疗器械': '155', '能源/水利': '155', '石油/化工': '155', '采掘/冶炼/矿产': '155', '环保': '155', '新能源': '155', '专业服务': '155', '中介服务': '155', '外包服务': '155', '检测/认证': '155', '餐饮/酒旅/服务': '155', '文体娱乐': '155', '租赁服务': '155', '广告/市场/会展': '155', '影视文化': '155', '教育培训': '155', '交通/物流/运输': '155', '贸易/进出口': '155', '航空/航天': '155', '政务/公共服务': '155', '农林牧渔': '155', '其他行业': '155'}\n",
      "{'互联网/电商': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '游戏产业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机软件': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, 'IT服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '电子/芯片/半导体': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '通信业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '计算机/网络设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产/建筑': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '规划/设计/装潢': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '房地产服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '银行': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '保险': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '基金/证券/投资': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '会计/审计': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '信托/担保/拍卖': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '快消品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '批发零售': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '服装纺织': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '家具/家电': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '办公设备': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '奢侈品/收藏品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '珠宝/玩具/工艺品': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '汽车/摩托车': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '机械/机电/重工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '印刷/包装/造纸': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '原材料加工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '仪器/电气/自动化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '制药/生物工程': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗/保健/美容': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '医疗器械': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '能源/水利': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '石油/化工': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '采掘/冶炼/矿产': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '环保': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '新能源': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '专业服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '中介服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '外包服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '检测/认证': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '餐饮/酒旅/服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '文体娱乐': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '租赁服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '广告/市场/会展': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '影视文化': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '教育培训': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '交通/物流/运输': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '贸易/进出口': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '航空/航天': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '政务/公共服务': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '农林牧渔': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}, '其他行业': {'flushckid': ['1'], 'pageSize': ['40'], 'compTag': ['155'], 'industryType': ['industry_01'], 'industries': ['040'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['6aa779111c1b4ca77cff3648d9dee049'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['6aa779111c1b4ca77cff3648d9dee049'], 'keyword': ['新媒体运营']}}\n"
     ]
    }
   ],
   "source": [
    "from urllib.parse import urlparse, parse_qs\n",
    "\n",
    "import pandas as pd\n",
    "df = pd.DataFrame([ urlparse(x) for x in 行业数据选择器链结.values()])\n",
    "print(df.nunique())\n",
    "\n",
    "df_qs = pd.DataFrame([{k:v[0] for k,v in parse_qs(x).items()} for x in df['query'] ])\n",
    "print(df.nunique())\n",
    "\n",
    "def parse_url_qs_for_compTag (url):\n",
    "    six_parts = urlparse(url) \n",
    "    out = parse_qs(six_parts.query)\n",
    "    return (out)\n",
    "\n",
    "# parse_url_qs_for_compTag(list(行业数据选择器链结.values())[0])['compTag']\n",
    "参数模板 = parse_url_qs_for_compTag(list(行业数据选择器链结.values())[0])\n",
    "print(参数模板)\n",
    "# [ parse_url_qs_for_compTag(x)['compTag'] for x in 行业数据选择器链结.values()]\n",
    "[ parse_url_qs_for_compTag(x)['compTag'][0] for x in 行业数据选择器链结.values()]\n",
    "\n",
    "字典_compTag = { k:parse_url_qs_for_compTag(v)['compTag'][0] for k,v in 行业数据选择器链结.items()}\n",
    "print (字典_compTag)\n",
    "\n",
    "# 建构 参数模板  \n",
    "def 参数模板生成(compTag , keyword ):\n",
    "    参数 = 参数模板.copy()\n",
    "    参数['compTag'] = compTag\n",
    "    参数['keyword'] = keyword\n",
    "    return (参数)\n",
    "\n",
    "参数_compTag_新媒体运营 = { k:参数模板生成(compTag = [v], keyword = ['新媒体运营']) for k,v in 字典_compTag.items()}\n",
    "print(参数_compTag_新媒体运营)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>scheme</th>\n",
       "      <th>netloc</th>\n",
       "      <th>path</th>\n",
       "      <th>params</th>\n",
       "      <th>query</th>\n",
       "      <th>fragment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>/zhaopin/</td>\n",
       "      <td></td>\n",
       "      <td>compkind=&amp;dqs=&amp;pubTime=&amp;pageSize=40&amp;salary=&amp;co...</td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  scheme netloc       path params  \\\n",
       "0                /zhaopin/          \n",
       "1                /zhaopin/          \n",
       "2                /zhaopin/          \n",
       "3                /zhaopin/          \n",
       "4                /zhaopin/          \n",
       "5                /zhaopin/          \n",
       "\n",
       "                                               query fragment  \n",
       "0  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           \n",
       "1  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           \n",
       "2  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           \n",
       "3  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           \n",
       "4  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           \n",
       "5  compkind=&dqs=&pubTime=&pageSize=40&salary=&co...           "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scheme      1\n",
      "netloc      1\n",
      "path        1\n",
      "params      1\n",
      "query       5\n",
      "fragment    1\n",
      "dtype: int64\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pageSize</th>\n",
       "      <th>sortFlag</th>\n",
       "      <th>siTag</th>\n",
       "      <th>d_sfrom</th>\n",
       "      <th>d_ckId</th>\n",
       "      <th>d_curPage</th>\n",
       "      <th>d_pageSize</th>\n",
       "      <th>d_headId</th>\n",
       "      <th>curPage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>40</td>\n",
       "      <td>°radeFlag=0</td>\n",
       "      <td>1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw</td>\n",
       "      <td>search_unknown</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "      <td>83b5af0684e888ca270046331868c3d3</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  pageSize     sortFlag                                          siTag  \\\n",
       "0       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "1       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "2       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "3       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "4       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "5       40  °radeFlag=0  1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw   \n",
       "\n",
       "          d_sfrom                            d_ckId d_curPage d_pageSize  \\\n",
       "0  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "1  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "2  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "3  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "4  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "5  search_unknown  83b5af0684e888ca270046331868c3d3         0         40   \n",
       "\n",
       "                           d_headId curPage  \n",
       "0  83b5af0684e888ca270046331868c3d3       1  \n",
       "1  83b5af0684e888ca270046331868c3d3       2  \n",
       "2  83b5af0684e888ca270046331868c3d3       3  \n",
       "3  83b5af0684e888ca270046331868c3d3       4  \n",
       "4  83b5af0684e888ca270046331868c3d3       1  \n",
       "5  83b5af0684e888ca270046331868c3d3       9  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pageSize      1\n",
      "sortFlag      1\n",
      "siTag         1\n",
      "d_sfrom       1\n",
      "d_ckId        1\n",
      "d_curPage     1\n",
      "d_pageSize    1\n",
      "d_headId      1\n",
      "curPage       5\n",
      "dtype: int64\n"
     ]
    }
   ],
   "source": [
    "# 建构参数模板：找到关键参数及参数结构\n",
    "\n",
    "# 需要模组库\n",
    "from urllib.parse import urlparse, parse_qs\n",
    "import pandas as pd\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "# 总体目标：输入 href_列表, 建构出参数字典\n",
    "\n",
    "# urlparse 解析后丢入数据框\n",
    "df = pd.DataFrame([ urlparse(x) for x in href_列表])\n",
    "df_qs = pd.DataFrame([{k:v[0] for k,v in parse_qs(x).items()} for x in df['query'] ])\n",
    "\n",
    "display(df)\n",
    "print(df.nunique())\n",
    "display(df_qs)\n",
    "print(df_qs.nunique())\n",
    "\n",
    "df_qs.curPage\n",
    "df_qs = df_qs.assign (curPage_int=df_qs.curPage.astype(int)) # 变成整数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'pageSize': ['40'], 'sortFlag': ['°radeFlag=0'], 'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'], 'd_sfrom': ['search_unknown'], 'd_ckId': ['83b5af0684e888ca270046331868c3d3'], 'd_curPage': ['0'], 'd_pageSize': ['40'], 'd_headId': ['83b5af0684e888ca270046331868c3d3'], 'curPage': ['1']}\n",
      "{'2': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1', '3': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=2', '4': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=3', '5': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=4', '下一页': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=1', '': '/zhaopin/?compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=°radeFlag=0&compIds=&subIndustry=&jobKind=&industries=&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=83b5af0684e888ca270046331868c3d3&d_curPage=0&d_pageSize=40&d_headId=83b5af0684e888ca270046331868c3d3&curPage=9'}\n"
     ]
    }
   ],
   "source": [
    "# 建构参数模板：找到关键参数及参数结构\n",
    "\n",
    "def parse_url_qs_for_curPage (url):\n",
    "    six_parts = urlparse(url) \n",
    "    out = parse_qs(six_parts.query)\n",
    "    return (out)\n",
    "\n",
    "# 取一例做模板\n",
    "参数模板 = parse_url_qs_for_curPage(href_列表[0])\n",
    "print (参数模板)\n",
    "\n",
    "print (href_字典)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "9\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{0: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [0],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 1: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [1],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 2: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [2],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 3: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [3],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 4: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [4],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 5: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [5],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 6: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [6],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 7: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [7],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 8: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [8],\n",
       "  'keyword': ['新媒体运营']},\n",
       " 9: {'pageSize': ['40'],\n",
       "  'sortFlag': ['°radeFlag=0'],\n",
       "  'siTag': ['1B2M2Y8AsgTpgAmY7PhCfg~fA9rXquZc5IkJpXC-Ycixw'],\n",
       "  'd_sfrom': ['search_unknown'],\n",
       "  'd_ckId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'd_curPage': ['0'],\n",
       "  'd_pageSize': ['40'],\n",
       "  'd_headId': ['83b5af0684e888ca270046331868c3d3'],\n",
       "  'curPage': [9],\n",
       "  'keyword': ['新媒体运营']}}"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 建构参数模板生成器：keyword curPage\n",
    "def 参数模板生成(keyword, curPage):\n",
    "    参数 = 参数模板.copy()\n",
    "    参数['curPage'] = curPage\n",
    "    参数['keyword'] = keyword\n",
    "    return (参数)\n",
    "\n",
    "参数_keyword_新媒体运营_curPage = { \n",
    "    i:参数模板生成(curPage = [i], \\\n",
    "                  keyword = ['新媒体运营']) \\\n",
    "    for i,v in href_字典.items()\\\n",
    "    }\n",
    "\n",
    "# print(参数_keyword_产品经理_curPage) # 只生成本页有的额外翻页URL, 并没有推估到&curPage=9,也没有这页\n",
    "\n",
    "print (df_qs.curPage_int.min()) # 最小值只有1\n",
    "print (df_qs.curPage_int.max()) # 最大值只有9\n",
    "\n",
    "# 应该是 0 (本页)....9(最大值)\n",
    "\n",
    "参数_keyword_新媒体运营_curPage = { \n",
    "    i:参数模板生成(curPage = [i], \\\n",
    "                  keyword = ['新媒体运营']) \\\n",
    "    for i in range(0,df_qs.curPage_int.max()+1)\\\n",
    "    }\n",
    "参数_keyword_新媒体运营_curPage"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
